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Claude Opus 4.8 (Fast) vs Qwen2.5 7B Instruct

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude Opus 4.8 (Fast) and Qwen2.5 7B Instruct.

Anthropic

Claude Opus 4.8 (Fast)

Fast-mode variant of [Opus 4.8](/anthropic/claude-opus-4.8) - identical capabilities with higher output speed at 2x pricing relative to regular Opus 4.8. Learn more in Anthropic's docs: https://platform.claude.com/docs/en/build-with-claude/fast-mode

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Alibaba

Qwen2.5 7B Instruct

Qwen2.5 7B is the latest series of Qwen large language models. Qwen2.5 brings the following improvements upon Qwen2: - Significantly more knowledge and has greatly improved capabilities in coding and...

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Technical Specifications

SpecificationClaude Opus 4.8 (Fast)Qwen2.5 7B Instruct
ProviderAnthropicAlibaba
Context Window1,000,000 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272024-10-16

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8 (Fast)

$10.00

Qwen2.5 7B Instruct

$0.04

Output Price per Million Tokens

Claude Opus 4.8 (Fast)

$50.00

Qwen2.5 7B Instruct

$0.10

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs7580.0%
Claude Opus 4.8 (Fast)
Qwen2.5 7B Instruct
HumanEvalPython coding & logic synthesis
N/Avs7800.0%
Claude Opus 4.8 (Fast)
Qwen2.5 7B Instruct
MATHComplex mathematical problem solving
N/Avs4250.0%
Claude Opus 4.8 (Fast)
Qwen2.5 7B Instruct
GPQAGraduate-level expert reasoning
N/Avs3200.0%
Claude Opus 4.8 (Fast)
Qwen2.5 7B Instruct
HellaSwagCommonsense reasoning and inference
N/Avs7950.0%
Claude Opus 4.8 (Fast)
Qwen2.5 7B Instruct
MT-BenchMulti-turn conversation flow quality
N/Avs820.0%
Claude Opus 4.8 (Fast)
Qwen2.5 7B Instruct

Claude Opus 4.8 (Fast) Quirks & Gotchas

No developer gotchas reported.

Qwen2.5 7B Instruct Quirks & Gotchas

No developer gotchas reported.