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Comparison · 2 models · Updated Oct 4, 2026

Claude Haiku 3 vs Qwen2.5 7B Instruct

Claude Haiku 3 comes out ahead, 47 to 44 on our weighted score, though Qwen2.5 7B Instruct is 39% cheaper per token.

  1. Our pick

    Anthropic

    Claude Haiku 3

    Released Mar 13, 2024

    47/100
    • ECI118.4
    • Price$0.25 / $1.25
    • Context200K
    Full specs Remove Claude Haiku 3

  2. Alibaba (Qwen)

    Qwen2.5 7B Instruct

    Released Sep 19, 2024

    44/100
    • ECI118.5
    • Price$0.175 / $0.70
    • Context131K
    Full specs Remove Qwen2.5 7B Instruct

  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Claude Haiku 3 is our pick

Claude Haiku 3 is the better all-round choice, scoring 47/100 against Qwen2.5 7B Instruct (44). It leads on inputs & features and context window. Qwen2.5 7B Instruct wins on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

  • CapabilityQwen2.5 7B InstructCapabilities Index (ECI): Qwen2.5 7B Instruct 118.5 · Claude Haiku 3 118.4
  • Lowest priceQwen2.5 7B InstructQwen2.5 7B Instruct $0.306 · Claude Haiku 3 $0.50 per 1M tokens (3:1 blend)
  • Longest contextClaude Haiku 3Claude Haiku 3 200,000 · Qwen2.5 7B Instruct 131,072 tokens
  • Widest inputsClaude Haiku 3Claude Haiku 3: Text, Images, PDFs · Qwen2.5 7B Instruct: Text
  • Self-hostingQwen2.5 7B InstructPublishes downloadable weights
How the score is built
MeasureWeightClaude Haiku 3Qwen2.5 7B Instruct
CapabilityCapabilities Index (ECI)50%3838
Price25%6474
Inputs & features15%6025
Context window10%3224
Overall100%47/10044/100
02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Claude Haiku 3 vs Qwen2.5 7B Instruct specifications side by side
SpecificationClaude Haiku 3AnthropicQwen2.5 7B InstructAlibaba (Qwen)
Capability
Capabilities Index (ECI)118.4118.5 (best)
ECI rank#143 of 148#141 of 148 (best)
GPQA DiamondGraduate-level science questions36.3% (best)35.5%
OTIS Mock AIME 2024–2025Competition mathematics1.8%2.5% (best)
Price per million tokens
Input$0.25$0.175 (best)
Output$1.25$0.70 (best)
Cached input——
Blended (3:1)$0.50$0.306 (best)
Long-context rateSame rateSame rate
Price sourceMedian of 2 providersOfficial Alibaba API
Limits
Context window200,000 tokens (best)131,072 tokens
Max output4,096 tokens8,192 tokens (best)
Inputs and features
TextYesYes
ImagesYesNo
PDFsYesNo
AudioNoNo
VideoNoNo
ReasoningNoNo
Tool callingYesYes
Structured outputNoNo
Availability
WeightsProprietaryOpen
API model ID—qwen2-5-7b-instruct
API providers2 (best)1
ReleasedMar 13, 2024Sep 19, 2024
Knowledge cutoffAug 31, 2023Apr 2024
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Claude Haiku 3$5.00
  • Qwen2.5 7B Instruct$3.15
04 — Questions

Which should you choose?

Which is better: Claude Haiku 3 or Qwen2.5 7B Instruct?

Claude Haiku 3 is the better all-round choice, scoring 47/100 against Qwen2.5 7B Instruct (44). It leads on inputs & features and context window. Qwen2.5 7B Instruct wins on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

Which is cheaper, Claude Haiku 3 or Qwen2.5 7B Instruct?

Qwen2.5 7B Instruct is cheaper at $0.175 input / $0.70 output per million tokens (official Alibaba API price). Claude Haiku 3 costs $0.25 input / $1.25 output per million tokens (median across 2 API providers). At a typical mix of three input tokens to one output token, that is $0.306 per million tokens for Qwen2.5 7B Instruct versus $0.50 for Claude Haiku 3 (1.6× as much).

Which scores higher on benchmarks?

Qwen2.5 7B Instruct scores higher on the Capabilities Index (ECI): Qwen2.5 7B Instruct 118.5 (#141 of 148) and Claude Haiku 3 118.4 (#143 of 148). The confidence ranges of the top two overlap (110.7–121.3 vs 110.5–121.2), so treat the gap as small. On individual benchmarks: GPQA Diamond — Claude Haiku 3 36.3%, Qwen2.5 7B Instruct 35.5%; OTIS Mock AIME 2024–2025 — Qwen2.5 7B Instruct 2.5%, Claude Haiku 3 1.8%.

Which is better for coding?

There are no published SWE-bench Verified results for Claude Haiku 3 and Qwen2.5 7B Instruct yet, so there is no like-for-like coding score. On overall capability, Qwen2.5 7B Instruct leads, which tends to carry over to coding, but test on your own codebase. Both support tool calling for agent workflows.

Which has the bigger context window?

Claude Haiku 3 has the largest context window at 200,000 tokens, against 131,072 for Qwen2.5 7B Instruct. Maximum output per response: Claude Haiku 3 up to 4,096, Qwen2.5 7B Instruct up to 8,192 tokens.

Which can read images, PDFs, audio or video?

Claude Haiku 3 accepts text, images and PDFs; Qwen2.5 7B Instruct accepts text. Claude Haiku 3 handles the widest range of inputs.

Are any of these open source?

Qwen2.5 7B Instruct publishes its weights and can be self-hosted; Claude Haiku 3 is proprietary.

Which is newer?

Qwen2.5 7B Instruct is the newest, released Sep 19, 2024. Claude Haiku 3 came out Mar 13, 2024. Knowledge cutoff: Claude Haiku 3 Aug 31, 2023, Qwen2.5 7B Instruct Apr 2024.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.

05 — Keep comparing

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