Model comparison
MAI-Thinking-1 vs Mistral 7B v0.3
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: MAI-Thinking-1 unranked (Not scored); Mistral 7B v0.3 #173 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. MAI-Thinking-1 and Mistral 7B v0.3 share 0 comparable benchmark results. 0 of 8 categories are comparable. 13 results are unique to MAI-Thinking-1; 0 to Mistral 7B v0.3.
Updated July 23, 2026- Shared results
- 0
- MAI-Thinking-1 only
- 13
- Mistral 7B v0.3 only
- 0
- Comparable categories
- 0 / 8
Benchmark data for MAI-Thinking-1 and Mistral 7B v0.3 is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 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 does not have sourced benchmark coverage for Mistral 7B v0.3 yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.
MAI-Thinking-1 has the larger context window at 256K, compared with 32K for Mistral 7B v0.3.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | MAI-Thinking-1 | Mistral 7B v0.3 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | MAI-Thinking-1Not available | Mistral 7B v0.3$0 input / $0 output | A complete price comparison is not available. |
| Generation speedtokens per second | MAI-Thinking-1Not available | Mistral 7B v0.3Not available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | MAI-Thinking-1Not available | Mistral 7B v0.3Not available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | MAI-Thinking-1256K | Mistral 7B v0.332K | MAI-Thinking-1 lists the larger context window. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | MAI-Thinking-1 | Mistral 7B v0.3 | Result |
|---|---|---|---|
| Terminal-Bench 2.0Source | 46% | — | Not comparable |
Coding3 benchmarks
Reasoning1 benchmarks
| Benchmark | MAI-Thinking-1 | Mistral 7B v0.3 | Result |
|---|---|---|---|
| Graphwalks BFS 128KSource | 90% | — | Not comparable |
Knowledge4 benchmarks
Math3 benchmarks
Inst. Following1 benchmarks
| Benchmark | MAI-Thinking-1 | Mistral 7B v0.3 | Result |
|---|---|---|---|
| IFBenchSource | 85% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare MAI-Thinking-1 and Mistral 7B v0.3 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 MAI-Thinking-1 and Mistral 7B v0.3 today?
Mistral 7B v0.3: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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