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MAI-Thinking-1vso3

MAI-Thinking-1 leads 3 of 4 shared benchmarks. MAI-Thinking-1 has the larger context window (256K tokens).

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

Shared benchmarks
3 – 1
MAI-Thinking-1 leads
Cheaper per token
list price, input + output
Larger context
MAI-Thinking-1
256K tokens
Provider uptime (30d)
— · 94.2446%
Microsoft · OpenAI
MAI-Thinking-1
Microsoft · released 2026-08-12
text
Context
256K
Max out
64K
Input /1M
Output /1M
Cached /1M
Scores
15 · 7 core
o3
OpenAI · released 2025-04-16
textvision
Context
200K
Max out
100K
Input /1M
$2
Output /1M
$8
Cached /1M
$0.5
Scores
7 · 7 core
Quality

Benchmark matrix

BenchmarkMAI-Thinking-1o3ΔEdge
Reported by both · 4
SWE-bench Verified73.5% 69.1% +4.4 ptMAI-Thinking-1
GPQA Diamond84.2% 81.8% epoch+2.4 ptMAI-Thinking-1
AIME 202597% 89.2% matharena+7.8 ptMAI-Thinking-1
SimpleQA Verified31% 49.4% epoch-18.4 pto3
Only MAI-Thinking-1 reports · 11
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
SWE-bench Pro52.8% not reported
Terminal-Bench 2.046% not reported
Only o3 reports · 3
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported33.3% epoch
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported84.4% epoch
SWE-bench Verified (Epoch AI run)not reported62.3% epoch
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 o3 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-1o3Edge
Context window256K tokens200K tokensMAI-Thinking-1
Max output64K tokens100K tokenso3
Input price / 1M$2
Output price / 1M$8
Cached input / 1M$0.5
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$10
Modalitiestexttext · visiono3
Released2026-08-122025-04-16
Cited benchmark scores157
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 o3 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.