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Compare / head-to-head

Amazon Nova PremiervsMAI-Thinking-1

MAI-Thinking-1 leads 1 of 1 shared benchmark. Amazon Nova Premier has the larger context window (1M tokens).

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

Shared benchmarks
0 – 1
MAI-Thinking-1 leads
Cheaper per token
list price, input + output
Larger context
Amazon Nova Premier
1M tokens
Provider uptime (30d)
— · —
Amazon · Microsoft
Amazon Nova Premier
Amazon · released 2025-04-30
textvision
Context
1M
Max out
10K
Input /1M
Output /1M
Cached /1M
Scores
6 · 2 core
MAI-Thinking-1
Microsoft · released 2026-08-12
text
Context
256K
Max out
64K
Input /1M
Output /1M
Cached /1M
Scores
15 · 7 core
Quality

Benchmark matrix

BenchmarkAmazon Nova PremierMAI-Thinking-1ΔEdge
Reported by both · 1
SWE-bench Verified42.4% 73.5% -31.1 ptMAI-Thinking-1
Only Amazon Nova Premier reports · 5
MMLU87.4% not reported
BFCL63.7% not reported
CharXiv84.6% not reported
MATH-50082% not reported
SimpleQA with RAG86.3% not reported
Only MAI-Thinking-1 reports · 14
GPQA Diamondnot reported84.2%
MMLU-Pronot reported85%
AIME 2025not reported97%
AIME 2026not reported94.5%
AdvancedIFnot reported85%
BFCL v3not reported72%
GraphWalks (<=128K)not reported90%
HMMT February 2026not reported84.9%
IFBenchnot reported69%
LiveCodeBench v6not reported87.7%
MultiChallengenot reported53%
SimpleQA Verifiednot reported31%
SWE-bench Pronot reported52.8%
Terminal-Bench 2.0not reported46%
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 Amazon Nova Premier minus MAI-Thinking-1 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

SpecAmazon Nova PremierMAI-Thinking-1Edge
Context window1M tokens256K tokensAmazon Nova Premier
Max output10K tokens64K tokensMAI-Thinking-1
Input price / 1M
Output price / 1M
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
Modalitiestext · visiontextAmazon Nova Premier
Released2025-04-302026-08-12
Cited benchmark scores615
Reliability

Provider status

All providers
More matchups

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