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Hy3vsMAI-Thinking-1

Hy3 leads 3 of 3 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
3 – 0
Hy3 leads
Cheaper per token
list price, input + output
Larger context
Tie
both 256K tokens
Provider uptime (30d)
— · —
Tencent Hunyuan · Microsoft
Hy3
Tencent Hunyuan · released 2026-07-06
text
Context
256K
Max out
Input /1M
Output /1M
Cached /1M
Scores
41 · 8 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

BenchmarkHy3MAI-Thinking-1ΔEdge
Reported by both · 3
SWE-bench Verified78% 73.5% +4.5 ptHy3
GPQA Diamond90.4% 84.2% +6.2 ptHy3
SWE-bench Pro57.9% 52.8% +5.1 ptHy3
Only Hy3 reports · 38
Humanity's Last Exam (no tools)37% not reported
LMArena Elo1440.6 not reported
AA-LCR73.4% not reported
Apex-Agent25.6% not reported
ArxivMath52.2% not reported
BrowseComp84.2% not reported
CL-bench23.8% not reported
CL-bench Life17% not reported
ClawEval68.5% not reported
CMT-Benchmark37.8% not reported
DeepSearchQA91% not reported
DeepSWE28% not reported
e-bench50.2% not reported
FrontierScience-Olympiad74.8% not reported
FrontierScience-Research21.3% not reported
HLE (with tools, text-only)53.2% not reported
HorizonMath7.1% not reported
Hy-Backend 2.025% not reported
Hy-CompanyBench41.7% not reported
Hy-Euler Pro24.2% not reported
Hy-FinModelBench69% not reported
Hy-Math60.9% not reported
Hy-SkillsWorld45.8% not reported
Hy-SWE Max49% not reported
IMOAnswerBench90% not reported
MathArena Apex38.7% not reported
MCP Atlas79.1% not reported
NL2Repo45.6% not reported
PHYBench77.4% not reported
ProdBench23% not reported
SkillsBench55.3% not reported
SuperChem54.9% not reported
SWE-bench Multilingual75.8% not reported
Terminal-Bench 2.171.7% not reported
Toolathlon48.5% not reported
USAMO 202672% not reported
WideSearch76.4% not reported
WildClawBench53.6% not reported
Only MAI-Thinking-1 reports · 12
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%
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 Hy3 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

SpecHy3MAI-Thinking-1Edge
Context window256K tokens256K tokensTie
Max output64K tokens
Input price / 1M
Output price / 1M
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
ModalitiestexttextTie
Released2026-07-062026-08-12
Cited benchmark scores4115
Reliability

Provider status

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

Public benchmarks are a starting point. Run Hy3 and MAI-Thinking-1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.