Model comparison

DeepSeek-V3.2-Speciale vs Qwen3 8B

DeepSeek-V3.2-Speciale is the stronger model overall, scoring 39.1 to 33.3 on the Noometry Index. Qwen3 8B costs 2.8× less per token, which makes it the better buy when DeepSeek-V3.2-Speciale's lead doesn't matter for your workload.

Last verified . 0 shared benchmarks.

DeepSeek-V3.2-Speciale DeepSeek

39.1

Rank #159 Reported

Qwen3 8B Alibaba (Qwen)

33.3

Rank #237 Confirmed

Summary

  • The widest gap is in reasoning, where DeepSeek-V3.2-Speciale leads 32.1 to 16.1.
  • Qwen3 8B is cheaper at $0.18 / $0.70 per million input/output tokens, against $0.58 / $1.68 for DeepSeek-V3.2-Speciale.
  • Qwen3 8B accepts more context: 131K tokens versus 128K.

Side by side

DeepSeek-V3.2-Speciale and Qwen3 8B specifications
DeepSeek-V3.2-SpecialeQwen3 8B
ProviderDeepSeekAlibaba (Qwen)
Noometry Index39.133.3
Released2025-12-012025-04
WeightsOpenOpen
Context window128K131K
Max output128K8K
Input $ / M tokens$0.58$0.18
Output $ / M tokens$1.68$0.70
Results tracked311

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Category by category

Coding DeepSeek-V3.2-Speciale leads

DeepSeek-V3.2-Speciale: 39.9 (#136), Qwen3 8B: 33.4 (#245)

Coding benchmarks
BenchmarkDeepSeek-V3.2-SpecialeQwen3 8B
SciCode—22.6%
WeirdML46.7%—

Agentic & Tool Use Not comparable

DeepSeek-V3.2-Speciale: —, Qwen3 8B: 29.9 (#71)

Agentic & Tool Use benchmarks
BenchmarkDeepSeek-V3.2-SpecialeQwen3 8B
Berkeley Function Calling Leaderboard—42.6%

Reasoning DeepSeek-V3.2-Speciale leads

DeepSeek-V3.2-Speciale: 32.1 (#65), Qwen3 8B: 16.1 (#299)

Reasoning benchmarks
BenchmarkDeepSeek-V3.2-SpecialeQwen3 8B
SimpleBench52.6%—
CritPt—0%
Chess Puzzles—5%
DTBench—59.7%
LMCA—8.8%
Epoch Capabilities Index—136.17

Math Not comparable

DeepSeek-V3.2-Speciale: —, Qwen3 8B: 33.3 (#176)

Math benchmarks
BenchmarkDeepSeek-V3.2-SpecialeQwen3 8B
OTIS Mock AIME 2024-2025—56.1%

Knowledge Not comparable

DeepSeek-V3.2-Speciale: —, Qwen3 8B: 36.1 (#164)

Knowledge benchmarks
BenchmarkDeepSeek-V3.2-SpecialeQwen3 8B
GPQA Diamond—56.8%
Vectara Hallucination Rate—4.8%

Long Context Not comparable

DeepSeek-V3.2-Speciale: —, Qwen3 8B: 37.8 (#205)

Long Context benchmarks
BenchmarkDeepSeek-V3.2-SpecialeQwen3 8B
Fiction.LiveBench—62.1%

Writing & Preference Not comparable

DeepSeek-V3.2-Speciale: 46.1 (#217), Qwen3 8B: —

Writing & Preference benchmarks
BenchmarkDeepSeek-V3.2-SpecialeQwen3 8B
EQ-Bench Creative Writing1276—

Frequently asked questions

Is DeepSeek-V3.2-Speciale better than Qwen3 8B?

DeepSeek-V3.2-Speciale is the stronger model overall, scoring 39.1 to 33.3 on the Noometry Index. Qwen3 8B costs 2.8× less per token, which makes it the better buy when DeepSeek-V3.2-Speciale's lead doesn't matter for your workload.

Which is cheaper, DeepSeek-V3.2-Speciale or Qwen3 8B?

Qwen3 8B is cheaper. It lists at $0.18 per million input tokens and $0.70 per million output tokens; DeepSeek-V3.2-Speciale lists at $0.58 and $1.68.

Is DeepSeek-V3.2-Speciale or Qwen3 8B better for coding?

DeepSeek-V3.2-Speciale scores higher on coding benchmarks: 39.9 versus 33.4 in the Noometry coding category.

Which has the bigger context window?

Qwen3 8B does, with 131K tokens against 128K.

How many benchmarks do DeepSeek-V3.2-Speciale and Qwen3 8B share?

0 benchmarks have published results for both models. DeepSeek-V3.2-Speciale has 3 scored results on Noometry and Qwen3 8B has 11.

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