{ "model_id": "openai/gpt-6-sol", "provider_id": "openai", "name": "GPT-6 Sol", "description": "GPT-6 Sol is OpenAI's mid-tier GPT-6 model, built to power complex coding and agentic workflows.", "task": "Text Generation", "tags": [ "LLM", "Coding", "Reasoning", "Multimodal", "Computer Use" ], "context_length": 1050000, "max_output_tokens": 128000, "schema_version": "1.0.0", "pricing": { "Short-context input (per 1M)": 2, "Short-context cached input (per 1M)": 0.2, "Short-context cache write (per 1M)": 2.5, "Short-context output (per 1M)": 10, "Long-context input (per 1M)": 4, "Long-context cached input (per 1M)": 0.4, "Long-context cache write (per 1M)": 5, "Long-context output (per 1M)": 15 }, "examples": [ { "name": "Operational Reasoning", "description": "Use reasoning effort for a complex operational decision", "input": { "input": "A service has 99.9% monthly availability and just had 31 minutes of downtime. Has it exceeded the monthly error budget for a 30-day month? 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After 31 minutes of downtime, **12.2 minutes remain**." } ], "phase": "final_answer", "role": "assistant" } ], "parallel_tool_calls": true, "presence_penalty": 0, "previous_response_id": null, "prompt_cache_key": null, "prompt_cache_retention": "24h", "reasoning": { "context": "all_turns", "effort": "high", "mode": "standard", "summary": null }, "safety_identifier": null, "service_tier": "default", "store": true, "temperature": 1, "text": { "format": { "type": "text" }, "verbosity": "medium" }, "tool_choice": "auto", "tool_usage": { "image_gen": { "input_tokens": 0, "input_tokens_details": { "image_tokens": 0, "text_tokens": 0 }, "output_tokens": 0, "output_tokens_details": { "image_tokens": 0, "text_tokens": 0 }, "total_tokens": 0 }, "web_search": { "num_requests": 0 } }, "tools": [], "top_logprobs": 0, "top_p": 0.98, "truncation": "disabled", "usage": { "input_tokens": 44, "input_tokens_details": { "cache_write_tokens": 0, "cached_tokens": 0 }, "output_tokens": 103, "output_tokens_details": { "reasoning_tokens": 36 }, "total_tokens": 147 }, "user": null, "metadata": {} }, "code_snippets": [ { "label": "typescript", "language": "typescript", "code": "const response = await env.AI.run(\n 'openai/gpt-6-sol',\n {\n input:\n 'A service has 99.9% monthly availability and just had 31 minutes of downtime. Has it exceeded the monthly error budget for a 30-day month? Show the calculation briefly.',\n max_output_tokens: 512,\n reasoning: { effort: 'high' },\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-6-sol\",\n \"input\": \"A service has 99.9% monthly availability and just had 31 minutes of downtime. Has it exceeded the monthly error budget for a 30-day month? Show the calculation briefly.\",\n \"max_output_tokens\": 512,\n \"reasoning\": {\n \"effort\": \"high\"\n }\n}'" } ] }, { "name": "Migration Safeguards", "description": "Generate a concise answer through Chat Completions", "input": { "messages": [ { "role": "user", "content": "List three practical safeguards for a production API migration." } ], "max_completion_tokens": 256 }, "output": { "text": "1. **Preserve compatibility:** Version breaking changes and run contract tests against existing clients.\n2. **Roll out gradually:** Start with a canary or small percentage of traffic, and monitor errors, latency, and key business metrics.\n3. **Prepare a rollback:** Keep the previous API deployable, back up data, and rehearse how to reverse any schema changes." }, "raw_response": { "id": "chatcmpl-EQzlOt1nlzMH6eShi7U8iGaHTJByy", "object": "chat.completion", "created": 1790102654, "model": "gpt-6-sol", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "1. **Preserve compatibility:** Version breaking changes and run contract tests against existing clients.\n2. **Roll out gradually:** Start with a canary or small percentage of traffic, and monitor errors, latency, and key business metrics.\n3. **Prepare a rollback:** Keep the previous API deployable, back up data, and rehearse how to reverse any schema changes.", "refusal": null, "annotations": [] }, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 16, "completion_tokens": 118, "total_tokens": 134, "prompt_tokens_details": { "cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 34, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": null }, "code_snippets": [ { "label": "typescript", "language": "typescript", "code": "const response = await env.AI.run(\n 'openai/gpt-6-sol',\n {\n messages: [\n { role: 'user', content: 'List three practical safeguards for a production API migration.' },\n ],\n max_completion_tokens: 256,\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 $CLOUDFLARE_API_TOKEN\" \\\n --header \"Content-Type: application/json\" \\\n --data '{\n \"model\": \"openai/gpt-6-sol\",\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"List three practical safeguards for a production API migration.\"\n }\n ],\n \"max_completion_tokens\": 256\n}'" } ] } ], "default_example": null, "code_snippets": [], "supports_async": false, "zdr": true, "zdr_comment": null, "external_info": "https://developers.openai.com/api/docs/models/gpt-6-sol", "terms": "https://openai.com/policies/", "cover_image_url": "https://pub-26f1392c1b674324be6786695bd72257.r2.dev/openai/gpt-6-sol.png", "metadata": { "API": "Responses, Chat Completions", "Architecture": "Transformer", "Input modalities": "Text, image", "Knowledge cutoff": "April 20, 2026", "fedrampAvailable": "true" }, "request_formats": [ "responses", "chat-completions" ], "providers": null, "provider_details": [ { "id": "openai", "pricing": { "long_context_threshold_tokens": 272000, "short_context_input_tokens": 2, "short_context_input_cached_tokens": 0.2, "short_context_input_cache_creation_tokens": 2.5, "short_context_output_tokens": 10, "long_context_input_tokens": 4, "long_context_input_cached_tokens": 0.4, "long_context_input_cache_creation_tokens": 5, "long_context_output_tokens": 15 } } ], "banner": null, "created_at": "2026-09-23 21:05:13", "schema": { "input": { "$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; availability and accepted values are model-dependent.", "type": "string", "enum": [ "none", "low", "medium", "high", "xhigh", "max" ] } }, "additionalProperties": {} } }, "required": [ "input" ], "additionalProperties": {}, "title": "Responses" }, { "type": "object", "properties": { "messages": { "type": "array", "items": { "type": "object", "properties": { "role": { "type": "string", "enum": [ "system", "developer", "user", "assistant", "tool" ] }, "content": { "anyOf": [ { "type": "string" }, { "type": "null" }, { "type": "array", "items": {} } ] } }, "required": [ "role" ], "additionalProperties": {} } }, "temperature": { "type": "number", "minimum": 0, "maximum": 2 }, "max_tokens": { "type": "number", "exclusiveMinimum": 0 }, "max_completion_tokens": { "type": "number", "exclusiveMinimum": 0 }, "top_p": { "type": "number", "minimum": 0, "maximum": 1 }, "frequency_penalty": { "type": "number", "minimum": -2, "maximum": 2 }, "presence_penalty": { "type": "number", "minimum": -2, "maximum": 2 }, "stream": { "type": "boolean" }, "stream_options": { "type": "object", "properties": { "include_usage": { "type": "boolean" } }, "additionalProperties": false }, "tools": { "type": "array", "items": {} }, "tool_choice": {}, "response_format": {}, "modalities": { "type": "array", "items": { "type": "string", "enum": [ "text", "audio" ] } }, "audio": { "type": "object", "properties": { "voice": { "type": "string", "enum": [ "alloy", "ash", "ballad", "coral", "echo", "sage", "shimmer", "verse" ] }, "format": { "type": "string", "enum": [ "wav", "mp3", "flac", "opus", "pcm16" ] } }, "additionalProperties": false }, "reasoning_effort": { "description": "Optional reasoning control; 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" } ] } } }