Llama 3.1 Instruct 8B vs Qwen3.5 122B A10B (Non-reasoning)
Llama 3.1 Instruct 8B vs Qwen3.5 122B A10B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.
Verdict
Comparison incomplete
A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.
| Metric | Llama 3.1 Instruct 8B | Qwen3.5 122B A10B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 6.9 | 17.7 | +156.5% Qwen3.5 122B A10B (No… is 2.6× more intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 4.46s | 5.73s | +28.5% Qwen3.5 122B A10B (No… is 28.5% slower |
| Price per 1M tokens (in / out) | $0.04 / $0.07 | $0.40 / $3.20 | |
| Input modalities | Text | Text, Image |
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/llama-3-1-instruct-8b/qwen3-5-122b-a10b-non-reasoning · Markdown: /api/v1/compare/llama-3-1-instruct-8b/qwen3-5-122b-a10b-non-reasoning?format=md · llms.txt · agent skill