{ "model_id": "openai/gpt-5.1", "provider_id": "openai", "name": "GPT-5.1", "description": "GPT-5.1 is OpenAI\u2019s incremental improvement over GPT-5, with stronger coding, reasoning, and writing.", "task": "Text Generation", "tags": [ "LLM", "Coding", "Reasoning", "Writing" ], "context_length": 128000, "max_output_tokens": 16384, "schema_version": "1.0.0", "pricing": { "Input tokens (per 1M)": 1.25, "Output tokens (per 1M)": 10, "Cached input tokens (per 1M)": 0.125 }, "examples": [ { "name": "Simple Question", "description": "Basic chat completion request", "input": { "messages": [ { "content": "What are the three laws of thermodynamics?", "role": "user" } ] }, "output": { "text": "The three classical laws of thermodynamics (often listed as 0th\u20133rd, but you asked for three) are:\n\n**First Law (Conservation of Energy)** \nEnergy cannot be created or destroyed, only transformed from one form to another. \nMathematically for a system: \n\\[\n\\Delta U = Q - W\n\\] \nwhere \u0394U is change in internal energy, Q is heat added to the system, and W is work done by the system.\n\n**Second Law (Direction of Processes / Entropy)** \nThe total entropy of an isolated system never decreases; it either increases or, in an ideal reversible process, stays constant. \nThis implies:\n- Heat flows spontaneously from hot to cold, not the reverse.\n- No heat engine can be 100% efficient.\n\n**Third Law (Absolute Zero and Entropy)** \nAs the temperature of a perfect crystalline substance approaches absolute zero (0 K), its entropy approaches a minimum value (often taken as zero). \nConsequence: It is impossible, by any finite number of steps, to cool a system all the way to absolute zero." }, "raw_response": { "choices": [ { "finish_reason": "stop", "index": 0, "message": { "annotations": [], "content": "The three classical laws of thermodynamics (often listed as 0th\u20133rd, but you asked for three) are:\n\n**First Law (Conservation of Energy)** \nEnergy cannot be created or destroyed, only transformed from one form to another. \nMathematically for a system: \n\\[\n\\Delta U = Q - W\n\\] \nwhere \u0394U is change in internal energy, Q is heat added to the system, and W is work done by the system.\n\n**Second Law (Direction of Processes / Entropy)** \nThe total entropy of an isolated system never decreases; it either increases or, in an ideal reversible process, stays constant. \nThis implies:\n- Heat flows spontaneously from hot to cold, not the reverse.\n- No heat engine can be 100% efficient.\n\n**Third Law (Absolute Zero and Entropy)** \nAs the temperature of a perfect crystalline substance approaches absolute zero (0 K), its entropy approaches a minimum value (often taken as zero). \nConsequence: It is impossible, by any finite number of steps, to cool a system all the way to absolute zero.", "refusal": null, "role": "assistant" } } ], "created": 1777319793, "gatewayMetadata": { "keySource": "Unified" }, "id": "chatcmpl-DZMMDjkjm2G9LOk72IMGhbyvdpRFX", "model": "gpt-5.1-2025-11-13", "object": "chat.completion", "service_tier": "default", "system_fingerprint": null, "usage": { "completion_tokens": 236, "completion_tokens_details": { "accepted_prediction_tokens": 0, "audio_tokens": 0, "reasoning_tokens": 0, "rejected_prediction_tokens": 0 }, "prompt_tokens": 15, "prompt_tokens_details": { "audio_tokens": 0, "cached_tokens": 0 }, "total_tokens": 251 } }, "code_snippets": [ { "label": "typescript", "language": "typescript", "code": "const response = await env.AI.run(\n 'openai/gpt-5.1',\n { messages: [{ content: 'What are the three laws of thermodynamics?', role: 'user' }] },\n)\nconsole.log(response)" }, { "label": "curl", "language": "bash", "code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/v1/chat/completions \\\n --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n --header \"Content-Type: application/json\" \\\n --data '{\n \"model\": \"openai/gpt-5.1\",\n \"messages\": [\n {\n \"content\": \"What are the three laws of thermodynamics?\",\n \"role\": \"user\"\n }\n ]\n}'" } ] }, { "name": "With System Message", "description": "Using a system message to set context", "input": { "messages": [ { "content": "You are a helpful coding assistant specializing in Python.", "role": "system" }, { "content": "How do I read a JSON file in Python?", "role": "user" } ] }, "output": { "text": "To read a JSON file in Python, use the built-in `json` module.\n\n### Basic example\n\n```python\nimport json\n\n# Path to your JSON file\nfile_path = \"data.json\"\n\nwith open(file_path, \"r\", encoding=\"utf-8\") as f:\n data = json.load(f)\n\nprint(data)\nprint(type(data)) # usually dict or list\n```\n\n- `json.load(f)` reads JSON from an open file object.\n- The result is usually a Python `dict` (for JSON objects) or `list` (for JSON arrays).\n\n### If you have JSON as a string\n\n```python\nimport json\n\njson_str = '{\"name\": \"Alice\", \"age\": 30}'\ndata = json.loads(json_str) # note the \"s\" at the end\n```\n\nIf you show me a sample of your JSON file, I can suggest the exact code to access its fields." }, "raw_response": { "choices": [ { "finish_reason": "stop", "index": 0, "message": { "annotations": [], "content": "To read a JSON file in Python, use the built-in `json` module.\n\n### Basic example\n\n```python\nimport json\n\n# Path to your JSON file\nfile_path = \"data.json\"\n\nwith open(file_path, \"r\", encoding=\"utf-8\") as f:\n data = json.load(f)\n\nprint(data)\nprint(type(data)) # usually dict or list\n```\n\n- `json.load(f)` reads JSON from an open file object.\n- The result is usually a Python `dict` (for JSON objects) or `list` (for JSON arrays).\n\n### If you have JSON as a string\n\n```python\nimport json\n\njson_str = '{\"name\": \"Alice\", \"age\": 30}'\ndata = json.loads(json_str) # note the \"s\" at the end\n```\n\nIf you show me a sample of your JSON file, I can suggest the exact code to access its fields.", "refusal": null, "role": "assistant" } } ], "created": 1777319793, "gatewayMetadata": { "keySource": "Unified" }, "id": "chatcmpl-DZMMDAa1J4qoS42vzFJjxeGGOfqiW", "model": "gpt-5.1-2025-11-13", "object": "chat.completion", "service_tier": "default", "system_fingerprint": null, "usage": { "completion_tokens": 200, "completion_tokens_details": { "accepted_prediction_tokens": 0, "audio_tokens": 0, "reasoning_tokens": 0, "rejected_prediction_tokens": 0 }, "prompt_tokens": 30, "prompt_tokens_details": { "audio_tokens": 0, "cached_tokens": 0 }, "total_tokens": 230 } }, "code_snippets": [ { "label": "typescript", "language": "typescript", "code": "const response = await env.AI.run(\n 'openai/gpt-5.1',\n {\n messages: [\n { content: 'You are a helpful coding assistant specializing in Python.', role: 'system' },\n { content: 'How do I read a JSON file in Python?', role: 'user' },\n ],\n },\n)\nconsole.log(response)" }, { "label": "curl", "language": "bash", "code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/v1/chat/completions \\\n --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n --header \"Content-Type: application/json\" \\\n --data '{\n \"model\": \"openai/gpt-5.1\",\n \"messages\": [\n {\n \"content\": \"You are a helpful coding assistant specializing in Python.\",\n \"role\": \"system\"\n },\n {\n \"content\": \"How do I read a JSON file in Python?\",\n \"role\": \"user\"\n }\n ]\n}'" } ] }, { "name": "Multi-turn Conversation", "description": "Continuing a conversation with context", "input": { "max_completion_tokens": 8192, "messages": [ { "content": "I need help planning a road trip from San Francisco to Los Angeles.", "role": "user" }, { "content": "I'd be happy to help! The drive is about 380 miles and takes roughly 5-6 hours. Would you like suggestions for scenic routes or interesting stops along the way?", "role": "assistant" }, { "content": "Yes, what are some good places to stop?", "role": "user" } ] }, "output": { "text": "Here are two main route options with good stops between San Francisco and Los Angeles. You can mix and match depending on your time.\n\n---\n\n## 1. Scenic Coastal Route (Highway 1 / Pacific Coast Highway)\n\nBest if you have at least 1.5\u20132 days and want views and small towns.\n\n### Between SF and Monterey / Carmel\n- **Half Moon Bay** \n - Quick stop: Harbor, coastal bluffs, coffee on Main St.\n- **Pescadero** \n - Tiny town, great sandwiches and baked goods at Arcangeli Grocery.\n - Pigeon Point Lighthouse viewpoint nearby.\n\n### Monterey & Carmel-by-the-Sea\n- **Monterey** \n - Cannery Row & Old Fisherman\u2019s Wharf (touristy but atmospheric). \n - Monterey Bay Aquarium (needs 2\u20133 hours minimum).\n- **17-Mile Drive** (between Pacific Grove & Carmel) \n - Paid scenic drive with coastal lookouts, Lone Cypress, golf course views.\n- **Carmel-by-the-Sea** \n - Walkable village, art galleries, Carmel Beach at sunset.\n\n### Big Sur Area (spectacular coastline)\nPlan extra time between Carmel and Ragged Point.\n\n- **Bixby Creek Bridge** \n - Iconic photo stop; small turnouts on either side.\n- **Pfeiffer Beach** \n - Known for purple-ish sand and rock arch (watch for narrow access road).\n- **Julia Pfeiffer Burns State Park / McWay Falls** \n - Short walk to a viewpoint of a waterfall onto the beach.\n- **Nepenthe** \n - Restaurant with incredible views; good for a snack or drink.\n- **Ragged Point** \n - Scenic overlook, caf\u00e9, restrooms; last dramatic cliff views heading south.\n\n### San Simeon to Pismo Beach\n- **Hearst Castle (San Simeon)** \n - Mansion tours on a hill with ocean views (reserve ahead if possible).\n- **Elephant Seal Vista Point (Piedras Blancas)** \n - Large colony of elephant seals right off the road.\n- **Cambria** \n - Cute town, Moonstone Beach boardwalk, wine tasting.\n- **Morro Bay** \n - Harbor town with Morro Rock; good lunch spot on the water.\n- **Pismo Beach** \n - Classic beach town; pier, dunes, clam chowder (e.g., Splash Caf\u00e9).\n\n### Central Coast to LA\n- **San Luis Obispo (SLO)** \n - Lively college town; great for dinner or an overnight.\n- **Solvang** \n - Danish-style village with bakeries and windmills.\n- **Santa Barbara** \n - Beachfront, Stearns Wharf, State Street shops and restaurants.\n- **Malibu** \n - Coastal pullouts, Zuma Beach, Malibu Pier (caf\u00e9s, views).\n- Continue along PCH into **Santa Monica** and **LA**.\n\n---\n\n## 2. Faster Inland Route (US-101 or I-5)\n\nBest if you want to get there quicker but still have a couple of interesting stops.\n\n### Via US-101 (balanced speed + scenery)\n- **Gilroy** \u2013 Outlet shopping; garlic-themed everything. \n- **Paso Robles** \u2013 Wine country; nice downtown square and tasting rooms. \n- Then connect back to the coast near **San Luis Obispo** and follow the SLO \u2192 Santa Barbara \u2192 Malibu stops above.\n\n### Via I-5 (fastest, most direct)\nMore utilitarian, but:\n\n- **Harris Ranch (Coalinga)** \u2013 Big steakhouse, hotel, and rest stop. \n- **Tejon Pass / Fort Tejon** \u2013 Mountain views as you cross into SoCal.\n\n---\n\n## Quick Templates Depending on Time\n\n- **1 long day, some scenery:** \n SF \u2192 Monterey lunch \u2192 Bixby Bridge / McWay Falls stops \u2192 San Simeon seals \u2192 SLO dinner \u2192 LA.\n\n- **2 days, overnight on Central Coast:** \n Day 1: SF \u2192 Half Moon Bay \u2192 Monterey \u2192 Big Sur sights \u2192 overnight in Cambria or SLO. \n Day 2: SLO \u2192 Pismo \u2192 Santa Barbara (lunch / explore) \u2192 Malibu \u2192 LA.\n\nIf you tell me:\n- which month you\u2019re going,\n- how many days you have,\n- whether you care more about food, hikes, beaches, or towns,\n\nI can turn this into a specific, timed itinerary with suggested departure times and where to stay." }, "raw_response": { "choices": [ { "finish_reason": "stop", "index": 0, "message": { "annotations": [], "content": "Here are two main route options with good stops between San Francisco and Los Angeles. You can mix and match depending on your time.\n\n---\n\n## 1. Scenic Coastal Route (Highway 1 / Pacific Coast Highway)\n\nBest if you have at least 1.5\u20132 days and want views and small towns.\n\n### Between SF and Monterey / Carmel\n- **Half Moon Bay** \n - Quick stop: Harbor, coastal bluffs, coffee on Main St.\n- **Pescadero** \n - Tiny town, great sandwiches and baked goods at Arcangeli Grocery.\n - Pigeon Point Lighthouse viewpoint nearby.\n\n### Monterey & Carmel-by-the-Sea\n- **Monterey** \n - Cannery Row & Old Fisherman\u2019s Wharf (touristy but atmospheric). \n - Monterey Bay Aquarium (needs 2\u20133 hours minimum).\n- **17-Mile Drive** (between Pacific Grove & Carmel) \n - Paid scenic drive with coastal lookouts, Lone Cypress, golf course views.\n- **Carmel-by-the-Sea** \n - Walkable village, art galleries, Carmel Beach at sunset.\n\n### Big Sur Area (spectacular coastline)\nPlan extra time between Carmel and Ragged Point.\n\n- **Bixby Creek Bridge** \n - Iconic photo stop; small turnouts on either side.\n- **Pfeiffer Beach** \n - Known for purple-ish sand and rock arch (watch for narrow access road).\n- **Julia Pfeiffer Burns State Park / McWay Falls** \n - Short walk to a viewpoint of a waterfall onto the beach.\n- **Nepenthe** \n - Restaurant with incredible views; good for a snack or drink.\n- **Ragged Point** \n - Scenic overlook, caf\u00e9, restrooms; last dramatic cliff views heading south.\n\n### San Simeon to Pismo Beach\n- **Hearst Castle (San Simeon)** \n - Mansion tours on a hill with ocean views (reserve ahead if possible).\n- **Elephant Seal Vista Point (Piedras Blancas)** \n - Large colony of elephant seals right off the road.\n- **Cambria** \n - Cute town, Moonstone Beach boardwalk, wine tasting.\n- **Morro Bay** \n - Harbor town with Morro Rock; good lunch spot on the water.\n- **Pismo Beach** \n - Classic beach town; pier, dunes, clam chowder (e.g., Splash Caf\u00e9).\n\n### Central Coast to LA\n- **San Luis Obispo (SLO)** \n - Lively college town; great for dinner or an overnight.\n- **Solvang** \n - Danish-style village with bakeries and windmills.\n- **Santa Barbara** \n - Beachfront, Stearns Wharf, State Street shops and restaurants.\n- **Malibu** \n - Coastal pullouts, Zuma Beach, Malibu Pier (caf\u00e9s, views).\n- Continue along PCH into **Santa Monica** and **LA**.\n\n---\n\n## 2. Faster Inland Route (US-101 or I-5)\n\nBest if you want to get there quicker but still have a couple of interesting stops.\n\n### Via US-101 (balanced speed + scenery)\n- **Gilroy** \u2013 Outlet shopping; garlic-themed everything. \n- **Paso Robles** \u2013 Wine country; nice downtown square and tasting rooms. \n- Then connect back to the coast near **San Luis Obispo** and follow the SLO \u2192 Santa Barbara \u2192 Malibu stops above.\n\n### Via I-5 (fastest, most direct)\nMore utilitarian, but:\n\n- **Harris Ranch (Coalinga)** \u2013 Big steakhouse, hotel, and rest stop. \n- **Tejon Pass / Fort Tejon** \u2013 Mountain views as you cross into SoCal.\n\n---\n\n## Quick Templates Depending on Time\n\n- **1 long day, some scenery:** \n SF \u2192 Monterey lunch \u2192 Bixby Bridge / McWay Falls stops \u2192 San Simeon seals \u2192 SLO dinner \u2192 LA.\n\n- **2 days, overnight on Central Coast:** \n Day 1: SF \u2192 Half Moon Bay \u2192 Monterey \u2192 Big Sur sights \u2192 overnight in Cambria or SLO. \n Day 2: SLO \u2192 Pismo \u2192 Santa Barbara (lunch / explore) \u2192 Malibu \u2192 LA.\n\nIf you tell me:\n- which month you\u2019re going,\n- how many days you have,\n- whether you care more about food, hikes, beaches, or towns,\n\nI can turn this into a specific, timed itinerary with suggested departure times and where to stay.", "refusal": null, "role": "assistant" } } ], "created": 1777319796, "gatewayMetadata": { "keySource": "Unified" }, "id": "chatcmpl-DZMMGeXlDsasqazbxN8E8725SP8Co", "model": "gpt-5.1-2025-11-13", "object": "chat.completion", "service_tier": "default", "system_fingerprint": null, "usage": { "completion_tokens": 945, "completion_tokens_details": { "accepted_prediction_tokens": 0, "audio_tokens": 0, "reasoning_tokens": 0, "rejected_prediction_tokens": 0 }, "prompt_tokens": 76, "prompt_tokens_details": { "audio_tokens": 0, "cached_tokens": 0 }, "total_tokens": 1021 } }, "code_snippets": [ { "label": "typescript", "language": "typescript", "code": "const response = await env.AI.run(\n 'openai/gpt-5.1',\n {\n max_completion_tokens: 8192,\n messages: [\n {\n content: 'I need help planning a road trip from San Francisco to Los Angeles.',\n role: 'user',\n },\n {\n content:\n \"I'd be happy to help! The drive is about 380 miles and takes roughly 5-6 hours. Would you like suggestions for scenic routes or interesting stops along the way?\",\n role: 'assistant',\n },\n { content: 'Yes, what are some good places to stop?', role: 'user' },\n ],\n },\n)\nconsole.log(response)" }, { "label": "curl", "language": "bash", "code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/v1/chat/completions \\\n --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n --header \"Content-Type: application/json\" \\\n --data '{\n \"model\": \"openai/gpt-5.1\",\n \"max_completion_tokens\": 8192,\n \"messages\": [\n {\n \"content\": \"I need help planning a road trip from San Francisco to Los Angeles.\",\n \"role\": \"user\"\n },\n {\n \"content\": \"I'\\''d be happy to help! The drive is about 380 miles and takes roughly 5-6 hours. Would you like suggestions for scenic routes or interesting stops along the way?\",\n \"role\": \"assistant\"\n },\n {\n \"content\": \"Yes, what are some good places to stop?\",\n \"role\": \"user\"\n }\n ]\n}'" } ] }, { "name": "Creative Writing", "description": "Longer completion for creative output", "input": { "max_completion_tokens": 8192, "messages": [ { "content": "Write a short story opening about a detective finding an unusual clue.", "role": "user" } ] }, "output": { "text": "The rain had turned Ashford Lane into a smear of reflections\u2014red tail-lights, yellow windows, blue police strobes bleeding into the black river of asphalt. Detective Mara Leland hunched her shoulders against the weather and ducked under the sagging strip of crime-scene tape, the plastic snapping against her coat like impatient fingers.\n\nThe alley smelled of wet cardboard and old grease. Uniforms stood around in the practiced way of people trying not to look curious: hands tucked, mouths tight, eyes everywhere. The body lay where it had dropped beside the overflowing dumpster, face turned toward the brick wall as if listening to it.\n\n\u201cMale, mid-thirties,\u201d the medical examiner said, barely glancing up as Mara approached. \u201cBlunt force trauma, back of the head. Wallet\u2019s missing. So is his phone.\u201d He nodded toward the glistening puddles. \u201cIf there was anything else on him, the rain\u2019s not doing us favors.\u201d\n\nMara crouched, the cold water seeping through the knees of her slacks. The victim\u2019s suit was inexpensive but clean, his tie knotted with deliberate care. No wedding ring. The bruise at the base of his skull was already swelling beneath the wet shine of his hair.\n\nRobbery gone bad, the scene wanted her to think. It almost worked.\n\nThen she saw his hand.\n\nHis right fist was clenched tight, the knuckles scraped, as if he\u2019d hit something before he went down\u2014or tried to hold on to it. Mara waited for the tech to finish with his photos, then slid on a fresh pair of gloves.\n\n\u201cLet\u2019s see what you didn\u2019t want to give up,\u201d she murmured.\n\nShe pried his fingers open, one by stiffening one. It took effort; the chill had already started to set the muscles. Inside his palm, slick with rainwater and blood, lay a small paper rectangle, folded twice, the edges softened but the center still stiff.\n\nNot a photograph. Not cash. Not a receipt.\n\nA library card.\n\nThe laminate was cracked down one side, the blue logo of the Ashford Public Library almost worn away. The name typed beneath it, though, was unmistakable.\n\n\u201cIs that his?\u201d one of the uniforms asked.\n\nMara shook her head slowly. \u201cNo.\u201d\n\nThe card was ten years expired.\n\nAnd it had her own name on it." }, "raw_response": { "choices": [ { "finish_reason": "stop", "index": 0, "message": { "annotations": [], "content": "The rain had turned Ashford Lane into a smear of reflections\u2014red tail-lights, yellow windows, blue police strobes bleeding into the black river of asphalt. Detective Mara Leland hunched her shoulders against the weather and ducked under the sagging strip of crime-scene tape, the plastic snapping against her coat like impatient fingers.\n\nThe alley smelled of wet cardboard and old grease. Uniforms stood around in the practiced way of people trying not to look curious: hands tucked, mouths tight, eyes everywhere. The body lay where it had dropped beside the overflowing dumpster, face turned toward the brick wall as if listening to it.\n\n\u201cMale, mid-thirties,\u201d the medical examiner said, barely glancing up as Mara approached. \u201cBlunt force trauma, back of the head. Wallet\u2019s missing. So is his phone.\u201d He nodded toward the glistening puddles. \u201cIf there was anything else on him, the rain\u2019s not doing us favors.\u201d\n\nMara crouched, the cold water seeping through the knees of her slacks. The victim\u2019s suit was inexpensive but clean, his tie knotted with deliberate care. No wedding ring. The bruise at the base of his skull was already swelling beneath the wet shine of his hair.\n\nRobbery gone bad, the scene wanted her to think. It almost worked.\n\nThen she saw his hand.\n\nHis right fist was clenched tight, the knuckles scraped, as if he\u2019d hit something before he went down\u2014or tried to hold on to it. Mara waited for the tech to finish with his photos, then slid on a fresh pair of gloves.\n\n\u201cLet\u2019s see what you didn\u2019t want to give up,\u201d she murmured.\n\nShe pried his fingers open, one by stiffening one. It took effort; the chill had already started to set the muscles. Inside his palm, slick with rainwater and blood, lay a small paper rectangle, folded twice, the edges softened but the center still stiff.\n\nNot a photograph. Not cash. Not a receipt.\n\nA library card.\n\nThe laminate was cracked down one side, the blue logo of the Ashford Public Library almost worn away. The name typed beneath it, though, was unmistakable.\n\n\u201cIs that his?\u201d one of the uniforms asked.\n\nMara shook her head slowly. \u201cNo.\u201d\n\nThe card was ten years expired.\n\nAnd it had her own name on it.", "refusal": null, "role": "assistant" } } ], "created": 1777319796, "gatewayMetadata": { "keySource": "Unified" }, "id": "chatcmpl-DZMMG1m127ZSVVIdInH24b5KfjU9n", "model": "gpt-5.1-2025-11-13", "object": "chat.completion", "service_tier": "default", "system_fingerprint": null, "usage": { "completion_tokens": 493, "completion_tokens_details": { "accepted_prediction_tokens": 0, "audio_tokens": 0, "reasoning_tokens": 0, "rejected_prediction_tokens": 0 }, "prompt_tokens": 19, "prompt_tokens_details": { "audio_tokens": 0, "cached_tokens": 0 }, "total_tokens": 512 } }, "code_snippets": [ { "label": "typescript", "language": "typescript", "code": "const response = await env.AI.run(\n 'openai/gpt-5.1',\n {\n max_completion_tokens: 8192,\n messages: [\n {\n content: 'Write 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"cached_tokens": 0 }, "total_tokens": 409 } } ], "code_snippets": [ { "label": "typescript", "language": "typescript", "code": "const response = await env.AI.run(\n 'openai/gpt-5.1',\n {\n messages: [{ content: 'Explain the concept of recursion with a simple example.', role: 'user' }],\n stream: true,\n stream_options: { include_usage: true },\n },\n)\nconsole.log(response)" }, { "label": "curl", "language": "bash", "code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/v1/chat/completions \\\n --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n --header \"Content-Type: application/json\" \\\n --data '{\n \"model\": \"openai/gpt-5.1\",\n \"messages\": [\n {\n \"content\": \"Explain the concept of recursion with a simple example.\",\n \"role\": \"user\"\n }\n ],\n \"stream\": true,\n \"stream_options\": {\n \"include_usage\": true\n }\n}'" } ] }, { "name": "Web Search", "description": "Letting the model use OpenAI's built-in web search tool to answer with current information", "input": { "input": "What were the top news stories about Cloudflare this week? Summarise in three bullets.", "max_output_tokens": 4096, "tools": [ { "type": "web_search_preview" } ] }, "output": { "text": "Here are the three main Cloudflare storylines that dominated coverage over roughly the past week (June 16\u201322, 2026):\n\n- **Ongoing reaction to the VoidZero acquisition (June 4):** Analysts and developers are still digesting Cloudflare\u2019s purchase of AI security startup VoidZero, with coverage focusing on how the deal strengthens Cloudflare\u2019s AI-native security and edge platform strategy and its competition with hyperscalers in AI infrastructure. ([cloudflare.com](https://www.cloudflare.com/press/?utm_source=openai)) \n\n- **Cloudflare\u2019s role in recent/ongoing Internet reliability discussions:** In light of major Cloudflare outages over the last year, technical blogs and communities continue to scrutinize Cloudflare\u2019s status communications and resilience; a fresh Reddit discussion this week debated timestamp handling and transparency on Cloudflare\u2019s status page during a recent network-impacting incident linked to a major US fiber cut. ([reddit.com](https://www.reddit.com/r/sysadmin/comments/1ucmhpy/cloudflares_outage_and_the_ethics_of_fudging/?utm_source=openai)) \n\n- **Continued build\u2011out of Cloudflare\u2019s AI/agent platform stack:** Coverage from developer press highlights Cloudflare\u2019s recent completion of a six\u2011layer \u201cagent infrastructure\u201d stack\u2014especially the rebuilt Browser Run service on its Containers platform\u2014framing Cloudflare as a key infrastructure provider for AI agents and automation workloads. ([infoq.com](https://www.infoq.com/news/2026/05/cloudflare-agent-platform-stack/?utm_source=openai))" }, "raw_response": { "id": "resp_0f23d628b8934486016a3995086314819bbe0601a8ca62d55b", "object": "response", "created_at": 1782158600, "model": "gpt-5.1-2025-11-13", "output": [ { "id": "ws_0f23d628b8934486016a399508e1ac819ba2a6f8c5c5eafc3e", "type": "web_search_call", "status": "completed", "action": { "type": "search", "queries": [ "Cloudflare news past 7 days" ], "query": "Cloudflare news past 7 days" } }, { "id": "msg_0f23d628b8934486016a39950a3540819b9680a2736261c217", "type": "message", "status": "completed", "content": [ { "type": "output_text", "annotations": [ { "type": "url_citation", "end_index": 519, "start_index": 448, "title": "Press Overview | Cloudflare", "url": "https://www.cloudflare.com/press/?utm_source=openai" }, { "type": "url_citation", "end_index": 1075, "start_index": 945, "title": "Cloudflare's outage and the ethics of fudging status page timestamps", "url": "https://www.reddit.com/r/sysadmin/comments/1ucmhpy/cloudflares_outage_and_the_ethics_of_fudging/?utm_source=openai" }, { "type": "url_citation", "end_index": 1524, "start_index": 1424, "title": "Cloudflare Completes Its Agent Infrastructure Stack with Browser Run Rebuild and Six-Layer Platform - InfoQ", "url": "https://www.infoq.com/news/2026/05/cloudflare-agent-platform-stack/?utm_source=openai" } ], "logprobs": [], "text": "Here are the three main Cloudflare storylines that dominated coverage over roughly the past week (June 16\u201322, 2026):\n\n- **Ongoing reaction to the VoidZero acquisition (June 4):** Analysts and developers are still digesting Cloudflare\u2019s purchase of AI security startup VoidZero, with coverage focusing on how the deal strengthens Cloudflare\u2019s AI-native security and edge platform strategy and its competition with hyperscalers in AI infrastructure. ([cloudflare.com](https://www.cloudflare.com/press/?utm_source=openai)) \n\n- **Cloudflare\u2019s role in recent/ongoing Internet reliability discussions:** In light of major Cloudflare outages over the last year, technical blogs and communities continue to scrutinize Cloudflare\u2019s status communications and resilience; a fresh Reddit discussion this week debated timestamp handling and transparency on Cloudflare\u2019s status page during a recent network-impacting incident linked to a major US fiber cut. ([reddit.com](https://www.reddit.com/r/sysadmin/comments/1ucmhpy/cloudflares_outage_and_the_ethics_of_fudging/?utm_source=openai)) \n\n- **Continued build\u2011out of Cloudflare\u2019s AI/agent platform stack:** Coverage from developer press highlights Cloudflare\u2019s recent completion of a six\u2011layer \u201cagent infrastructure\u201d stack\u2014especially the rebuilt Browser Run service on its Containers platform\u2014framing Cloudflare as a key infrastructure provider for AI agents and automation workloads. ([infoq.com](https://www.infoq.com/news/2026/05/cloudflare-agent-platform-stack/?utm_source=openai))" } ], "role": "assistant" } ], "status": "completed", "usage": { "input_tokens": 10740, "output_tokens": 336, "total_tokens": 11076, "input_tokens_details": { "cached_tokens": 0 }, "output_tokens_details": { "reasoning_tokens": 32 } }, "background": false, "billing": { "payer": "developer" }, "completed_at": 1782158605, "error": null, "frequency_penalty": 0, "incomplete_details": null, "instructions": null, "max_output_tokens": 4096, "max_tool_calls": null, "moderation": null, "parallel_tool_calls": true, "presence_penalty": 0, "previous_response_id": null, "prompt_cache_key": null, "prompt_cache_retention": "in_memory", "reasoning": { "context": "current_turn", "effort": "none", "summary": null }, "safety_identifier": null, "service_tier": "default", "store": false, "temperature": 1, "text": { "format": { "type": "text" }, "verbosity": "medium" }, "tool_choice": "auto", "tools": [ { "type": "web_search_preview", "search_content_types": [ "text" ], "search_context_size": "medium", "user_location": { "type": "approximate", "city": null, "country": "US", "region": null, "timezone": null } } ], "top_logprobs": 0, "top_p": 1, "truncation": "disabled", "user": null, "metadata": {}, "gatewayMetadata": { "keySource": "Unified" } }, "code_snippets": [ { "label": "typescript", "language": "typescript", "code": "const response = await env.AI.run(\n 'openai/gpt-5.1',\n {\n input: 'What were the top news stories about Cloudflare this week? Summarise in three bullets.',\n max_output_tokens: 4096,\n tools: [{ type: 'web_search_preview' }],\n },\n)\nconsole.log(response)" }, { "label": "curl", "language": "bash", "code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/v1/responses \\\n --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n --header \"Content-Type: application/json\" \\\n --data '{\n \"model\": \"openai/gpt-5.1\",\n \"input\": \"What were the top news stories about Cloudflare this week? Summarise in three bullets.\",\n \"max_output_tokens\": 4096,\n \"tools\": [\n {\n \"type\": \"web_search_preview\"\n }\n ]\n}'" } ] } ], "default_example": null, "code_snippets": [], "supports_async": false, "zdr": true, "zdr_comment": null, "external_info": "https://openai.com/", "terms": "https://openai.com/policies/", "cover_image_url": "https://pub-26f1392c1b674324be6786695bd72257.r2.dev/openai/gpt-5.1.png", "metadata": { "Architecture": "Transformer", "fedrampAvailable": "true" }, "request_formats": [ "responses", "chat-completions" ], "providers": null, "provider_details": [ { "id": "openai", "pricing": { "input_tokens": 1.25, "output_tokens": 10, "input_cached_tokens": 0.125 } } ], "banner": null, "created_at": "2026-05-22 17:53:32", "schema": { "input": { "$schema": "https://json-schema.org/draft/2020-12/schema", "oneOf": [ { "type": "object", "properties": { "input": { "anyOf": [ { "type": "string" }, { "type": "array", "items": {} } ] }, "instructions": { "type": "string" }, "temperature": { "type": "number", "minimum": 0, "maximum": 2 }, "max_output_tokens": { "type": "number", "exclusiveMinimum": 0 }, "top_p": { "type": "number", "minimum": 0, "maximum": 1 }, "stream": { "type": "boolean" }, "tools": { "type": "array", "items": {} }, "tool_choice": {}, "text": { "type": "object", "properties": { "format": {} }, "additionalProperties": {} }, "reasoning": { "type": "object", "properties": { "effort": { "description": "Reasoning effort; 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availability and accepted values are model-dependent.", "type": [ "string", "null" ] } }, "required": [ "messages" ], "additionalProperties": {}, "title": "Chat Completions" } ] }, "output": { "$schema": "https://json-schema.org/draft/2020-12/schema", "oneOf": [ { "type": "object", "properties": { "id": { "type": "string" }, "object": { "type": "string", "const": "response" }, "created_at": { "type": "number" }, "model": { "type": "string" }, "output": { "type": "array", "items": {} }, "output_text": { "type": "string" }, "status": { "type": "string", "enum": [ "in_progress", "completed", "failed", "incomplete" ] }, "usage": { "type": "object", "properties": { "input_tokens": { "type": "number" }, "output_tokens": { "type": "number" }, "total_tokens": { "type": "number" } }, "required": [ "input_tokens", "output_tokens", "total_tokens" ], "additionalProperties": {} } }, "required": [ "id", "object", "created_at", "model", "output" ], "additionalProperties": {}, "title": "Responses" }, { "type": "object", "properties": { "id": { "type": "string" }, "object": { "type": "string" }, "created": { "type": "number" }, "model": { "type": "string" }, "choices": { "type": "array", "items": { "type": "object", "properties": { "index": { "type": "number" }, "message": { "type": "object", "properties": { "role": { "type": "string" }, "content": { "type": [ "string", "null" ] }, "tool_calls": { "anyOf": [ { "type": "array", "items": {} }, { "type": "null" } ] }, "audio": { "anyOf": [ { "type": "object", "properties": { "id": { "type": "string" }, "data": { "type": "string" }, "expires_at": { "type": "number" }, "transcript": { "type": "string" } }, "additionalProperties": {} }, { "type": "null" } ] } }, "required": [ "role" ], "additionalProperties": {} }, "finish_reason": { "type": [ "string", "null" ] } }, "required": [ "index", "message", "finish_reason" ], "additionalProperties": {} } }, "usage": { "type": "object", "properties": { "prompt_tokens": { "type": "number" }, "completion_tokens": { "type": "number" }, "total_tokens": { "type": "number" } }, "required": [ "prompt_tokens", "completion_tokens", "total_tokens" ], "additionalProperties": {} } }, "required": [ "id", "object", "created", "model", "choices" ], "additionalProperties": {}, "title": "Chat Completions" } ] } } }