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Compare / head-to-head

MAI-Thinking-1vsMistral Medium 3.5

Mistral Medium 3.5 leads 1 of 1 shared benchmark. Both offer a 256K-token context window.

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
0 – 1
Mistral Medium 3.5 leads
Cheaper per token
list price, input + output
Larger context
Tie
both 256K tokens
Provider uptime (30d)
— · 100%
Microsoft · Mistral AI
MAI-Thinking-1
Microsoft · released 2026-08-12
text
Context
256K
Max out
64K
Input /1M
Output /1M
Cached /1M
Scores
15 · 7 core
Mistral Medium 3.5
Mistral AI · released 2026-04-28
textvision
Context
256K
Max out
Input /1M
$1.5
Output /1M
$7.5
Cached /1M
$0.15
Scores
3 · 2 core
Quality

Benchmark matrix

BenchmarkMAI-Thinking-1Mistral Medium 3.5ΔEdge
Reported by both · 1
SWE-bench Verified73.5% 77.6% -4.1 ptMistral Medium 3.5
Only MAI-Thinking-1 reports · 14
GPQA Diamond84.2% not reported
MMLU-Pro85% not reported
AIME 202597% not reported
AIME 202694.5% not reported
AdvancedIF85% not reported
BFCL v372% not reported
GraphWalks (<=128K)90% not reported
HMMT February 202684.9% not reported
IFBench69% not reported
LiveCodeBench v687.7% not reported
MultiChallenge53% not reported
SimpleQA Verified31% not reported
SWE-bench Pro52.8% not reported
Terminal-Bench 2.046% not reported
Only Mistral Medium 3.5 reports · 2
LMArena Elonot reported1420.6
Tau3 Telecomnot reported91.4
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is MAI-Thinking-1 minus Mistral Medium 3.5 in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecMAI-Thinking-1Mistral Medium 3.5Edge
Context window256K tokens256K tokensTie
Max output64K tokens
Input price / 1M$1.5
Output price / 1M$7.5
Cached input / 1M$0.15
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$9
Modalitiestexttext · visionMistral Medium 3.5
Released2026-08-122026-04-28
Cited benchmark scores153
Reliability

Provider status

All providers
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Mistral Medium 3.5 vs …

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Public benchmarks are a starting point. Run MAI-Thinking-1 and Mistral Medium 3.5 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.