Model comparison
MAI-Thinking-1 vs Qwen3.5 Flash
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); Qwen3.5 Flash #134 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. MAI-Thinking-1 and Qwen3.5 Flash share 0 comparable benchmark results. 1 of 8 categories are comparable. 13 results are unique to MAI-Thinking-1; 2 to Qwen3.5 Flash.
Updated July 23, 2026- Shared results
- 0
- MAI-Thinking-1 only
- 13
- Qwen3.5 Flash only
- 2
- Comparable categories
- 1 / 8
Treat this as a split decision. MAI-Thinking-1 makes more sense if mathematics is the priority; Qwen3.5 Flash is the better fit if you need the larger 1M context window.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
MAI-Thinking-1 and Qwen3.5 Flash finish on the same BenchAlign overall score, so this is less about a single winner and more about where the edge shows up. The BenchAlign headline says tie; the benchmark table is where the real choice happens.
Qwen3.5 Flash gives you the larger context window at 1M, compared with 256K for MAI-Thinking-1.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | MAI-Thinking-1 | Qwen3.5 Flash | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | MAI-Thinking-1Not available | Qwen3.5 Flash$0.1 input / $0.4 output | A complete price comparison is not available. |
| Generation speedtokens per second | MAI-Thinking-1Not available | Qwen3.5 FlashNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | MAI-Thinking-1Not available | Qwen3.5 FlashNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | MAI-Thinking-1256K | Qwen3.5 Flash1M | Qwen3.5 Flash lists the larger context window. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | MAI-Thinking-1 | Qwen3.5 Flash | Result |
|---|---|---|---|
| Terminal-Bench 2.0Source | 46% | — | Not comparable |
Coding3 benchmarks
Reasoning1 benchmarks
| Benchmark | MAI-Thinking-1 | Qwen3.5 Flash | Result |
|---|---|---|---|
| Graphwalks BFS 128KSource | 90% | — | Not comparable |
Knowledge4 benchmarks
MathMAI-Thinking-1 wins5 benchmarks
Inst. Following1 benchmarks
| Benchmark | MAI-Thinking-1 | Qwen3.5 Flash | Result |
|---|---|---|---|
| IFBenchSource | 85% | — | Not comparable |
Frequently Asked Questions (2)
Which is better, MAI-Thinking-1 or Qwen3.5 Flash?
MAI-Thinking-1 and Qwen3.5 Flash are tied on the BenchAlign overall score, so the right pick depends on which category matters most for your use case.
Which is better for math, MAI-Thinking-1 or Qwen3.5 Flash?
MAI-Thinking-1 has the edge for math in this comparison, averaging 89.7 versus 4.7. Qwen3.5 Flash stays close enough that the answer can still flip depending on your workload.
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