Model comparison

Claude Instant vs DeepSeek-V3.2-Speciale

DeepSeek-V3.2-Speciale has enough public results to be ranked (#159); Claude Instant does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

Claude Instant Anthropic

28.8

Unranked Sparse

DeepSeek-V3.2-Speciale DeepSeek

39.1

Rank #159 Reported

Summary

  • The widest gap is in reasoning, where DeepSeek-V3.2-Speciale leads 32.1 to 18.8.
  • DeepSeek-V3.2-Speciale has downloadable open weights; the other is API-only.

Side by side

Claude Instant and DeepSeek-V3.2-Speciale specifications
Claude InstantDeepSeek-V3.2-Speciale
ProviderAnthropicDeepSeek
Noometry Index28.839.1
Released2023-08-092025-12-01
WeightsProprietaryOpen
Context window—128K
Max output—128K
Input $ / M tokens—$0.58
Output $ / M tokens—$1.68
Results tracked73

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Category by category

Coding Not comparable

Claude Instant: —, DeepSeek-V3.2-Speciale: 39.9 (#136)

Coding benchmarks
BenchmarkClaude InstantDeepSeek-V3.2-Speciale
WeirdML—46.7%
HumanEval+50.6%—

Reasoning DeepSeek-V3.2-Speciale leads

Claude Instant: 18.8, DeepSeek-V3.2-Speciale: 32.1 (#65)

Reasoning benchmarks
BenchmarkClaude InstantDeepSeek-V3.2-Speciale
SimpleBench—52.6%
DTBench45.8%—
Epoch Capabilities Index120.2—

Math Not comparable

Claude Instant: —, DeepSeek-V3.2-Speciale: —

Math benchmarks
BenchmarkClaude InstantDeepSeek-V3.2-Speciale
GSM8K86.7%—

Knowledge Not comparable

Claude Instant: —, DeepSeek-V3.2-Speciale: —

Knowledge benchmarks
BenchmarkClaude InstantDeepSeek-V3.2-Speciale
ARC (AI2) Challenge86.3%—
MMLU73.4%—
TriviaQA78.9%—

Writing & Preference Not comparable

Claude Instant: —, DeepSeek-V3.2-Speciale: 46.1 (#217)

Writing & Preference benchmarks
BenchmarkClaude InstantDeepSeek-V3.2-Speciale
EQ-Bench Creative Writing—1276

Frequently asked questions

Is Claude Instant better than DeepSeek-V3.2-Speciale?

DeepSeek-V3.2-Speciale has enough public results to be ranked (#159); Claude Instant does not yet, so treat this comparison as directional.

How many benchmarks do Claude Instant and DeepSeek-V3.2-Speciale share?

0 benchmarks have published results for both models. Claude Instant has 7 scored results on Noometry and DeepSeek-V3.2-Speciale has 3.

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