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Claude Opus 5 (Fast) vs Qwen3 VL 8B Instruct

Detailed technical comparison between Claude Opus 5 (Fast) (Anthropic) and Qwen3 VL 8B Instruct (Alibaba). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

โšก Executive Summary & Verdict

Comparison Snapshot

Claude Opus 5 (Fast): 6 WinsvsQwen3 VL 8B Instruct: 0 Wins
Context Leader

Claude Opus 5 (Fast)

1,000,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Qwen3 VL 8B Instruct

$0.12 / MTok
Anthropicactive

Claude Opus 5 (Fast)

Fast-mode variant of [Opus 5](/anthropic/claude-opus-5) - identical capabilities with higher output speed at 2x pricing relative to regular Opus 5. Learn more in Anthropic's docs: https://platform.claude.com/docs/en/build-with-claude/fast-mode

View Claude Opus 5 (Fast) Full Specs โ†’
Alibabaactive

Qwen3 VL 8B Instruct

Qwen3-VL-8B-Instruct is a multimodal vision-language model from the Qwen3-VL series, built for high-fidelity understanding and reasoning across text, images, and video. It features improved multimodal fusion with Interleaved-MRoPE for long-horizon...

View Qwen3 VL 8B Instruct Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationClaude Opus 5 (Fast)Qwen3 VL 8B Instruct
ProviderAnthropicAlibaba
Context Window1,000,000 tokens๐Ÿ†262,144 tokens
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apiself hostable
Production StabilityBeta Access (est.)Stable GA (est.)
API AvailableYesYes
Released Date2026-07-242025-10-14

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 5 (Fast)

$10.00

Qwen3 VL 8B Instruct

$0.12

Output Price per Million Tokens

Claude Opus 5 (Fast)

$50.00

Qwen3 VL 8B Instruct

$0.46

๐Ÿ’ก Cost Ratio: Qwen3 VL 8B Instruct is 85.5x cheaper per input token than Claude Opus 5 (Fast).

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0โ€“100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
81.0%vs75.4%+5.6% Claude Opus 5 (Fast)
Claude Opus 5 (Fast) ๐Ÿ†
Qwen3 VL 8B Instruct
HumanEvalPython coding & logic synthesis
79.2%vs71.6%+7.6% Claude Opus 5 (Fast)
Claude Opus 5 (Fast) ๐Ÿ†
Qwen3 VL 8B Instruct
MATHComplex mathematical problem solving
56.4%vs41.4%+15.0% Claude Opus 5 (Fast)
Claude Opus 5 (Fast) ๐Ÿ†
Qwen3 VL 8B Instruct
GPQAGraduate-level expert reasoning
38.4%vs28.8%+9.6% Claude Opus 5 (Fast)
Claude Opus 5 (Fast) ๐Ÿ†
Qwen3 VL 8B Instruct
HellaSwagCommonsense reasoning and inference
80.6%vs76.0%+4.6% Claude Opus 5 (Fast)
Claude Opus 5 (Fast) ๐Ÿ†
Qwen3 VL 8B Instruct
MT-BenchMulti-turn conversation flow quality
8.7%vs7.9%+0.8% Claude Opus 5 (Fast)
Claude Opus 5 (Fast) ๐Ÿ†
Qwen3 VL 8B Instruct

Claude Opus 5 (Fast) Quirks & Gotchas

No developer gotchas reported.

Qwen3 VL 8B Instruct Quirks & Gotchas

No developer gotchas reported.

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