Model comparison
Llama 3.1 405B vs Mistral Large 2
Head-to-head evidence from 11 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Llama 3.1 405B #102 (Estimated); Mistral Large 2 #163 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Llama 3.1 405B and Mistral Large 2 share 11 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Llama 3.1 405B; 0 to Mistral Large 2.
Updated July 20, 2026- Shared results
- 11
- Llama 3.1 405B only
- 0
- Mistral Large 2 only
- 0
- Comparable categories
- 0 / 8
Benchmark data for Llama 3.1 405B and Mistral Large 2 is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 11 shared benchmark results across 5 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Llama 3.1 405B | Mistral Large 2 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Llama 3.1 405B$0 input / $0 output | Mistral Large 2Not available | A complete price comparison is not available. |
| Generation speedtokens per second | Llama 3.1 405B29 tok/s | Mistral Large 238 tok/s | Mistral Large 2 has the higher measured throughput. |
| First-answer latencyseconds to first token | Llama 3.1 405B2.19 s | Mistral Large 21.45 s | Mistral Large 2 reaches the first token sooner. |
| Context windowmaximum listed tokens | Llama 3.1 405B128K | Mistral Large 2128K | Listed context windows are equal. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | Llama 3.1 405B | Mistral Large 2 | Result |
|---|---|---|---|
| τ²-bench resultsSource | 19% | 30.7% | Mistral Large 2 leads |
Coding1 benchmarks
| Benchmark | Llama 3.1 405B | Mistral Large 2 | Result |
|---|---|---|---|
| AA-SciCodeSource | 29.9% | 29.2% | Llama 3.1 405B leads |
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | Llama 3.1 405B | Mistral Large 2 | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 8.5% | 9.2% | Mistral Large 2 leads |
| AA-GPQA DiamondSource | 51.5% | 48.6% | Llama 3.1 405B leads |
| AA-HLESource | 4.2% | 4.0% | Llama 3.1 405B leads |
| AA-Omniscience IndexSource | -17.3% | -34.0% | Llama 3.1 405B leads |
| AA-Omniscience AccuracySource | 22.3% | 20.1% | Llama 3.1 405B leads |
| AA-Omniscience Hallucination RateSource | 51.0% | 67.8% | Llama 3.1 405B leads |
Inst. Following1 benchmarks
| Benchmark | Llama 3.1 405B | Mistral Large 2 | Result |
|---|---|---|---|
| AA-IFBenchSource | 39.0% | 31.2% | Llama 3.1 405B leads |
Frequently Asked Questions (3)
Can I compare Llama 3.1 405B and Mistral Large 2 on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Llama 3.1 405B and Mistral Large 2 today?
Llama 3.1 405B: $0.00 input / $0.00 output per 1M tokens Mistral Large 2: Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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