{
	"model_id": "anthropic/claude-haiku-5.5",
	"provider_id": "anthropic",
	"name": "Claude Haiku 5.5",
	"description": "Claude Haiku 5.5 is a fast, cost-efficient model for high-volume, latency-sensitive tasks such as classification, extraction, routing, and subagent work.",
	"task": "Text Generation",
	"tags": [
		"LLM",
		"Fast",
		"Cost-Efficient",
		"Classification"
	],
	"context_length": 1000000,
	"max_output_tokens": 128000,
	"schema_version": "1.0.0",
	"pricing": {
		"Short-context input (per 1M)": 0.1,
		"Short-context cached input (per 1M)": 0.01,
		"Short-context cache write (per 1M)": 0.125,
		"Short-context output (per 1M)": 0.5,
		"Long-context input (per 1M)": 0.5,
		"Long-context cached input (per 1M)": 0.05,
		"Long-context cache write (per 1M)": 0.625,
		"Long-context output (per 1M)": 2.5
	},
	"examples": [
		{
			"name": "Classification",
			"description": "Classify a high-volume support task with a short response.",
			"input": {
				"max_tokens": 256,
				"messages": [
					{
						"content": "Classify this support ticket as billing, technical, or account: My invoice shows an unexpected charge.",
						"role": "user"
					}
				]
			},
			"output": {
				"text": "**Billing**\n\nThe ticket is about an invoice showing an unexpected charge, which falls under billing."
			},
			"raw_response": {
				"id": "msg_011CfoNwxiMXWCayWiWZRotX",
				"type": "message",
				"role": "assistant",
				"content": [
					{
						"type": "text",
						"text": "**Billing**\n\nThe ticket is about an invoice showing an unexpected charge, which falls under billing."
					}
				],
				"model": "claude-haiku-5-5",
				"stop_reason": "end_turn",
				"usage": {
					"input_tokens": 40,
					"output_tokens": 35
				},
				"container": null,
				"stop_sequence": null,
				"stop_details": null,
				"diagnostics": null
			},
			"code_snippets": [
				{
					"label": "typescript",
					"language": "typescript",
					"code": "const response = await env.AI.run(\n  'anthropic/claude-haiku-5.5',\n  {\n    max_tokens: 256,\n    messages: [{ content: 'Classify this support ticket as billing, technical, or account: My invoice shows an unexpected charge.', role: 'user' }],\n  },\n)\nconsole.log(response)"
				},
				{
					"label": "curl",
					"language": "bash",
					"code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/v1/messages \\\n  --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n  --header \"Content-Type: application/json\" \\\n  --data '{\n  \"model\": \"anthropic/claude-haiku-5.5\",\n  \"max_tokens\": 256,\n  \"messages\": [\n    {\n      \"content\": \"Classify this support ticket as billing, technical, or account: My invoice shows an unexpected charge.\",\n      \"role\": \"user\"\n    }\n  ]\n}'"
				}
			]
		},
		{
			"name": "Structured Extraction",
			"description": "Use adaptive thinking for structured extraction.",
			"input": {
				"max_tokens": 1024,
				"messages": [
					{
						"content": "Extract the order ID and requested action from: Please cancel order #A-1042 before it ships.",
						"role": "user"
					}
				],
				"output_config": {
					"effort": "medium"
				},
				"thinking": {
					"type": "adaptive"
				}
			},
			"output": {
				"text": "**Order ID:** A-1042\n**Requested action:** Cancel the order before it ships"
			},
			"raw_response": {
				"id": "msg_011CfoNx2fFMc8rnUuBBgE3A",
				"type": "message",
				"role": "assistant",
				"content": [
					{
						"type": "text",
						"text": "**Order ID:** A-1042\n**Requested action:** Cancel the order before it ships"
					}
				],
				"model": "claude-haiku-5-5",
				"stop_reason": "end_turn",
				"usage": {
					"input_tokens": 38,
					"output_tokens": 31
				},
				"container": null,
				"stop_sequence": null,
				"stop_details": null,
				"diagnostics": null
			},
			"code_snippets": [
				{
					"label": "typescript",
					"language": "typescript",
					"code": "const response = await env.AI.run(\n  'anthropic/claude-haiku-5.5',\n  {\n    max_tokens: 1024,\n    messages: [{ content: 'Extract the order ID and requested action from: Please cancel order #A-1042 before it ships.', role: 'user' }],\n    output_config: { effort: 'medium' },\n    thinking: { type: 'adaptive' },\n  },\n)\nconsole.log(response)"
				},
				{
					"label": "curl",
					"language": "bash",
					"code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/v1/messages \\\n  --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n  --header \"Content-Type: application/json\" \\\n  --data '{\n  \"model\": \"anthropic/claude-haiku-5.5\",\n  \"max_tokens\": 1024,\n  \"messages\": [\n    {\n      \"content\": \"Extract the order ID and requested action from: Please cancel order #A-1042 before it ships.\",\n      \"role\": \"user\"\n    }\n  ],\n  \"output_config\": {\"effort\": \"medium\"},\n  \"thinking\": {\"type\": \"adaptive\"}\n}'"
				}
			]
		},
		{
			"name": "Streaming Response",
			"description": "Stream a low-latency response incrementally.",
			"input": {
				"max_tokens": 512,
				"messages": [
					{
						"content": "Return a concise three-step deployment checklist.",
						"role": "user"
					}
				],
				"stream": true
			},
			"output": {
				"text": [
					"**",
					"Three",
					"-Step Deployment",
					" Checklist**\n\n1. **",
					"Pre-deployment**",
					"\n   - Conf",
					"irm all tests pass and",
					" code",
					" is",
					" reviewed and",
					" approved.\n   - Ver",
					"ify config",
					"uration, environment variables,",
					" and secrets are set",
					" for the target environ",
					"ment.\n   - Back up",
					" the current production",
					" state and",
					" pr",
					"epare a rollback plan",
					".\n\n2. **Deplo",
					"y**\n   - Release",
					" to",
					" production",
					" using",
					" the",
					" appro",
					"ved pipeline or",
					" process",
					",",
					" av",
					"oiding manual chang",
					"es where",
					" possible.\n   - Run",
					" database",
					" migrations or",
					" other",
					" required",
					" schema chang",
					"es, if any",
					".\n   - Monitor",
					" the r",
					"ollout in st",
					"ages if",
					" sup",
					"ported (",
					"e.g., canary or",
					" g",
					"radual release).\n\n3. **",
					"Post",
					"-deployment**",
					"\n   - Run",
					" smoke tests on",
					" critical paths.",
					"\n   - Check log",
					"s, error",
					" rates, and perform",
					"ance metrics against",
					" ba",
					"seline.\n   - Not",
					"ify stakeholders of",
					" completion and ke",
					"ep the r",
					"ollback plan ",
					"ready for",
					" a def",
					"ined mon",
					"itoring window."
				]
			},
			"raw_response": [
				{
					"type": "message_start",
					"message": {
						"model": "claude-haiku-5-5",
						"id": "msg_011CfoNx62eTigAN2u1rkUKg",
						"type": "message",
						"role": "assistant",
						"content": [],
						"container": null,
						"stop_reason": null,
						"stop_sequence": null,
						"stop_details": null,
						"usage": {
							"input_tokens": 23,
							"cache_creation_input_tokens": 0,
							"cache_read_input_tokens": 0,
							"cache_creation": {
								"ephemeral_5m_input_tokens": 0,
								"ephemeral_1h_input_tokens": 0
							},
							"output_tokens": 4,
							"service_tier": "standard",
							"inference_geo": "global"
						},
						"diagnostics": null
					}
				},
				{
					"type": "content_block_start",
					"index": 0,
					"content_block": {
						"type": "thinking",
						"thinking": "",
						"signature": ""
					}
				},
				{
					"type": "ping"
				},
				{
					"type": "content_block_delta",
					"index": 0,
					"delta": {
						"type": "thinking_delta",
						"thinking": ""
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						"type": "text_delta",
						"text": "-Step Deployment"
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				},
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						"type": "text_delta",
						"text": " Checklist**\n\n1. **"
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					"type": "content_block_delta",
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					"type": "content_block_delta",
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						"type": "text_delta",
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					"delta": {
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					"type": "content_block_delta",
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					"delta": {
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						"text": "radual release).\n\n3. **"
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					"type": "content_block_delta",
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						"type": "text_delta",
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					"index": 1,
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					"type": "content_block_delta",
					"index": 1,
					"delta": {
						"type": "text_delta",
						"text": " smoke tests on"
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				{
					"type": "content_block_delta",
					"index": 1,
					"delta": {
						"type": "text_delta",
						"text": " critical paths."
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				},
				{
					"type": "content_block_delta",
					"index": 1,
					"delta": {
						"type": "text_delta",
						"text": "\n   - Check log"
					}
				},
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					"type": "content_block_delta",
					"index": 1,
					"delta": {
						"type": "text_delta",
						"text": "s, error"
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				},
				{
					"type": "content_block_delta",
					"index": 1,
					"delta": {
						"type": "text_delta",
						"text": " rates, and perform"
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					"index": 1,
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