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Claude Haiku 4.5

Claude Haiku 4.5 matches Claude Sonnet 4's performance on coding, computer use, and agent tasks at substantially lower cost and faster speeds, making it a high-capability model in the Haiku line for high-throughput agentic deployments.

Input and output price
Prices from: Input $1, Output $5, Per 1M tokens
24h uptime
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import { streamText } from 'ai'
const result = streamText({
model: 'anthropic/claude-haiku-4.5',
prompt: 'Why is the sky blue?'
})
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Route requests across multiple providers. Copy a provider slug to set your preference. Visit the docs for more info. Using a provider means you agree to their terms, listed under Legal.

Provider
Context
Max Output
Latency
Throughput
Input
Output
Cache
Web Search
Capabilities
ZDR
No Training
Regional Inference
Free Tier
Release Date
200K64K0.4 s98 tps
$1/M
$5/M
Read$0.10/M
Write$1.25/M
$10/K
+3
10/15/2025
200K64K0.7 s106 tps
$1/M+2 more
$5/M+2 more
Read$0.10/M
Write$1.25/M
+3
US
EU
10/15/2025
200K64K0.7 s100 tps
$1/M+2 more
$5/M+2 more
Read$0.10/M
Write$1.25/M
$10/K
+3
US
EU
10/15/2025
200K64K0.8 s101 tps
$1/M
$5/M
Read$0.10/M
Write$1.25/M
$10/K
+2
10/15/2025

Copy link to headingPlayground

Try out Claude Haiku 4.5 by Anthropic. Usage is billed to your team at API rates. Free users (those who haven't made a payment) get $5 of credits every 30 days.

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Claude Haiku 4.5

Copy link to headingUptime

Direct request success rate on AI Gateway and per-provider. Visit the docs for more info.

Copy link to headingThroughput

P50 throughput on live AI Gateway traffic, in tokens per second (TPS). Visit the docs for more info.

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P50 time to first token (TTFT) on live AI Gateway traffic, in milliseconds. View the docs for more info.

Copy link to headingMore models by Anthropic

Model
Context
Latency
Throughput
Input
Output
Cache
Web Search
Capabilities
Providers
ZDR
No Training
Free Tier
Release Date
1M1.2 s86 tps
$10/M
$50/M
Read$0.25/M
Write$12.50/M
$10/K
+2
anthropic logo
bedrock logo
vertexAnthropic logo
08/31/2026
1M2.5 s96 tps
$5/M+1 more
$25/M+1 more
Read$0.50/M
Write$6.25/M
$10/K
+3
anthropic logo
bedrock logo
claudeaws logo
+1
07/24/2026
1M1.4 s119 tps
$2/M
$10/M
Read$0.20/M
Write$2.50/M
$10/K
+3
anthropic logo
bedrock logo
claudeaws logo
+1
06/29/2026
1M0.9 s105 tps
$5/M+1 more
$25/M+1 more
Read$0.50/M
Write$6.25/M
$10/K
+3
anthropic logo
bedrock logo
claudeaws logo
+1
05/28/2026
1M0.9 s59 tps
$3/M
$15/M
Read$0.30/M
Write$3.75/M
$10/K
+3
anthropic logo
bedrock logo
claudeaws logo
+1
02/17/2026
1M1.3 s54 tps
$5/M+1 more
$25/M+1 more
Read$0.50/M
Write$6.25/M
$10/K
+3
anthropic logo
bedrock logo
vertexAnthropic logo
02/05/2026

Copy link to headingAbout Claude Haiku 4.5

Claude Haiku 4.5 became available on AI Gateway on October 15, 2025. It matches Sonnet 4's performance on coding, computer use, and agent tasks at lower cost and faster speeds. Earlier Haiku generations told a similar story relative to their era's highest-tier release; Claude Haiku 4.5 applies it to the Claude 4 generation.

Workloads that previously required a Sonnet 4 deployment can now be evaluated against Claude Haiku 4.5. For organizations running large agent fleets or high-frequency pipelines, the cost differential between Haiku and Sonnet tiers compounds at scale.

Access Claude Haiku 4.5 by setting the model string to anthropic/claude-haiku-4.5 in the AI SDK, Chat Completions API, Responses API, Messages API, or other API formats, from TypeScript or Python. Through AI Gateway, you get observability for tracking usage and cost, bring-your-own-key support, and provider routing across Anthropic, Bedrock, Google Vertex AI, Claude Platform on AWS.

Claude Haiku 4.5 inherits the Claude 4 generation's improvements in agentic task execution and instruction following. For teams building with the AI SDK v5, the integration requires only the model string update. No other code changes are needed for the common case.

Copy link to headingWhat To Consider When Choosing a Provider

  • Configuration: For agentic pipelines that deploy Claude Haiku 4.5 as a sub-agent alongside a larger orchestrating model, AI Gateway per-request observability helps attribute token costs across each pipeline stage.
  • Zero Data Retention: Zero Data Retention is available for this model. It is offered on a per-provider and model basis. See the documentation for details.
  • Authentication: AI Gateway authenticates requests using an API key or OIDC token. You do not need to manage provider credentials directly.

Copy link to headingWhen to Use Claude Haiku 4.5

Best for

  • High-volume agentic pipelines: Cost per agent step is a primary architecture constraint and Sonnet 4-level capability is required at scale
  • Computer use tasks: Throughput where Sonnet 4 pricing becomes impractical
  • Sub-agent roles: Fast, capable, low-latency handling of defined subtasks in multi-model pipelines
  • Real-time user-facing features: Code completion, inline suggestions, and live chat where latency sensitivity rules out slower models
  • Coding workflows: Benchmark parity with Sonnet 4 on coding tasks means no capability sacrifice

Consider alternatives when

  • Deepest reasoning tasks: Claude Sonnet 4.5 or Opus 4-tier models handle the most complex multi-step problem solving
  • Extended or adaptive thinking: Thinking modes for harder reasoning are unavailable on this tier
  • Maximum context window: Check the context specs on this page against tasks processing extremely large inputs
  • Haiku-tier ceiling: Task profiles that exceed Haiku-tier capability require a larger model

Claude Haiku 4.5 shifts the speed-cost tradeoff in agentic deployments. It matches a more capable baseline (Sonnet 4) rather than serving as the affordable option. If you run agent infrastructure at scale, benchmark Claude Haiku 4.5 against Sonnet-tier deployments you run in production before assuming you need an upgrade tier.

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