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Claude Haiku 4.5

Anthropic · Released Oct 2025

Recommended

Anthropic's value baseline at $1/$5 per 1M tokens — the fast, low-cost tier rivals benchmark against, with 200K context and 64K output. Best for high-volume latency-sensitive work: classification, extraction, summarization, routing. Reach for Opus 4.8 or Sonnet 5 when deep multi-step reasoning is needed.

Is it right for you?

Good for

  • High-volume, latency-sensitive workloads — classification, extraction, routing, summarization, and cheap agent sub-steps at $1/$5 per 1M tokens
  • Cost-efficient agent swarms and sub-agents — the budget tier of a Haiku > Sonnet > Opus escalation ladder
  • Larger-context budget work — 200K context and up to 64K output, far beyond Haiku 3.5's 8K limit

Not good for

  • Complex multi-file architecture or frontier reasoning — route those to Sonnet 5 or Opus 4.8; Haiku is not a frontier model
  • Absolute-cheapest coding value in the lightweight tier — Microsoft's MAI-Code-1-Flash claims a 16-point SWE-Bench Pro lead over Haiku 4.5 inside Copilot

How it performs by task

Classification and extraction

Excellent

Ideal cheap, fast tier for high-throughput structured tasks at $1/$5 per 1M

Summarization and drafting

Very Good

Fast and affordable for document summarization and content workflows

Coding (lightweight)

Good

Handles routine completions and refactors; MAI-Code-1-Flash claims a 16-point SWE-Bench Pro lead in the lightweight tier

Complex reasoning

Fair

Not a frontier model — route deep multi-step reasoning to Sonnet 5 or Opus 4.8

Pricing

Input

$1 / 1M tokens

Output

$5 / 1M tokens

Context

200K tokens

View full pricing

Verdict history

Jul 15, 2026
copy edit to brevity standard — detail preserved in children

Verification log

  • Pricing— No changes

    Automated agent

  • Pricing— No changes

    Automated agent

  • Pricing— Updated

    Automated agent

    Created new registry entry Claude Haiku 4.5 (was missing): $1/$5 per 1M, 200K context, released 2025-10-15, verdict recommended (budget/value tier referenced by MAI-Code-1-Flash and GPT-5.6 Luna comparisons).

  • Profile— No changes

    Imported at launch

  • Pricing— No changes

    Imported at launch

How we evaluate