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Compare / head-to-head

MAI-Thinking-1vsMinistral 3 3B

MAI-Thinking-1 leads 2 of 2 shared benchmarks. Both offer a 256K-token context window.

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

Shared benchmarks
2 – 0
MAI-Thinking-1 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
Ministral 3 3B
Mistral AI · released 2025-12-02
textvision
Context
256K
Max out
Input /1M
$0.1
Output /1M
$0.1
Cached /1M
$0.01
Scores
3 · 2 core
Quality

Benchmark matrix

BenchmarkMAI-Thinking-1Ministral 3 3BΔEdge
Reported by both · 2
GPQA Diamond84.2% 53.4% +30.8 ptMAI-Thinking-1
AIME 202597% 72.1% +24.9 ptMAI-Thinking-1
Only MAI-Thinking-1 reports · 13
SWE-bench Verified73.5% not reported
MMLU-Pro85% 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 Ministral 3 3B reports · 1
LiveCodeBenchnot reported54.8%
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 Ministral 3 3B 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-1Ministral 3 3BEdge
Context window256K tokens256K tokensTie
Max output64K tokens
Input price / 1M$0.1
Output price / 1M$0.1
Cached input / 1M$0.01
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.2
Modalitiestexttext · visionMinistral 3 3B
Released2026-08-122025-12-02
Cited benchmark scores153
Reliability

Provider status

All providers
Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run MAI-Thinking-1 and Ministral 3 3B on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.