Model comparison

Mercury 2.5 vs Qwen3.8 Max

Qwen3.8 Max has enough public results to be ranked (#21); Mercury 2.5 does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

Mercury 2.5 Inception

30.2

Unranked Sparse

Qwen3.8 Max Alibaba (Qwen)

56.0

Rank #21 Confirmed

Summary

  • They share 1 benchmark with published results for both. Mercury 2.5 scores higher in 0 categories and Qwen3.8 Max in 1 category; one gap is clear of the uncertainty.
  • The widest gap is in math, where Qwen3.8 Max leads 73.1 to 22.4.
  • The biggest single-benchmark swing is ProofBench: 3% for Mercury 2.5 and 58% for Qwen3.8 Max.
  • Mercury 2.5 is cheaper at $0.04 / $0.15 per million input/output tokens, against $2 / $6 for Qwen3.8 Max.
  • Qwen3.8 Max accepts more context: 1M tokens versus 260K.

Side by side

Mercury 2.5 and Qwen3.8 Max specifications
Mercury 2.5Qwen3.8 Max
ProviderInceptionAlibaba (Qwen)
Noometry Index30.256.0
Released2026-09-082026-08-02
WeightsProprietaryProprietary
Context window260K1M
Max output66K131K
Input $ / M tokens$0.04$2
Output $ / M tokens$0.15$6
Results tracked238

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Category by category

Coding Not comparable

Mercury 2.5: —, Qwen3.8 Max: 52.3 (#30)

Coding benchmarks
BenchmarkMercury 2.5Qwen3.8 Max
DeepSWE—57.5%
LMArena WebDev—1671
FrontierSWE—15.8%
SciCode—52.9%
LMArena Coding—1499
ALE-Bench301.65—

Agentic & Tool Use Not comparable

Mercury 2.5: —, Qwen3.8 Max: 42.6 (#17)

Agentic & Tool Use benchmarks
BenchmarkMercury 2.5Qwen3.8 Max
τ²-bench Banking—55.1%
GDP.pdf—23.2%

Reasoning Not comparable

Mercury 2.5: —, Qwen3.8 Max: 53.4 (#26)

Reasoning benchmarks
BenchmarkMercury 2.5Qwen3.8 Max
NYT Connections (extended)—88.3%
CritPt—20%
Chess Puzzles—40%
LMArena Hard Prompts—1493
Mystery Game Puzzles—38%
DTBench—92%
LMCA—46.2%
Epoch Capabilities Index—156.69

Math Qwen3.8 Max leads

Mercury 2.5: 22.4, Qwen3.8 Max: 73.1 (#15)

Math benchmarks
BenchmarkMercury 2.5Qwen3.8 Max
ProofBench3%58%
FrontierMath (Tiers 1-3)—74.7%
FrontierMath Tier 4—46.3%
OTIS Mock AIME 2024-2025—100%
LMArena Math—1498

Knowledge Not comparable

Mercury 2.5: —, Qwen3.8 Max: 61.7 (#25)

Knowledge benchmarks
BenchmarkMercury 2.5Qwen3.8 Max
GPQA Diamond—92.7%
SimpleQA Verified—47.3%
LMArena Expert—1504

Multimodal Not comparable

Mercury 2.5: —, Qwen3.8 Max: 36.9 (#70)

Multimodal benchmarks
BenchmarkMercury 2.5Qwen3.8 Max
LMArena Vision—1314
Furniture Assembly—20%

Multilingual Not comparable

Mercury 2.5: —, Qwen3.8 Max: 56.6 (#18)

Multilingual benchmarks
BenchmarkMercury 2.5Qwen3.8 Max
LMArena Non-English—1468
LMArena Chinese—1537
LMArena French—1502
LMArena German—1489
LMArena Japanese—1466
LMArena Korean—1467
LMArena Russian—1478
LMArena Spanish—1495

Instruction Following Not comparable

Mercury 2.5: —, Qwen3.8 Max: 77.7 (#19)

Instruction Following benchmarks
BenchmarkMercury 2.5Qwen3.8 Max
LMArena Instruction Following—1478

Long Context Not comparable

Mercury 2.5: —, Qwen3.8 Max: 45.5 (#30)

Long Context benchmarks
BenchmarkMercury 2.5Qwen3.8 Max
LMArena Longer Query—1486

Writing & Preference Not comparable

Mercury 2.5: —, Qwen3.8 Max: 67.0 (#31)

Writing & Preference benchmarks
BenchmarkMercury 2.5Qwen3.8 Max
LMArena Text—1480
LMArena Creative Writing—1478
LMArena Multi-Turn—1487

Frequently asked questions

Is Mercury 2.5 better than Qwen3.8 Max?

Qwen3.8 Max has enough public results to be ranked (#21); Mercury 2.5 does not yet, so treat this comparison as directional.

Which is cheaper, Mercury 2.5 or Qwen3.8 Max?

Mercury 2.5 is cheaper. It lists at $0.04 per million input tokens and $0.15 per million output tokens; Qwen3.8 Max lists at $2 and $6.

Which has the bigger context window?

Qwen3.8 Max does, with 1M tokens against 260K.

How many benchmarks do Mercury 2.5 and Qwen3.8 Max share?

1 benchmark has published results for both models. Mercury 2.5 has 2 scored results on Noometry and Qwen3.8 Max has 38.

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