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Data points: 78

On this page

Key TakeawaysComparison sheetBenchmark score comparisonAPI audit comparisonProvider examplesWhen to choose each modelFAQRelated compare reports

Key Takeaways

The readout for Claude Opus 4.6 and DeepSeek V3.1 Terminus, before the detailed comparison sheet.

Decision read

Tie

Tie currently has the stronger profile, with verified wins split 3 to 3.

Evidence depth

78 data points

Includes 6 benchmark rows, 0 audit samples, and 8 provider examples.

Selection signal

Tie

The charts below split 14 high-signal samples across speed, scores, and audit health.

Model compare

Claude Opus 4.6 vs DeepSeek V3.1 Terminus

claude-opus-4-6-vs-deepseek-v3-1-terminus

Model A

Claude

Claude Opus 4.6

Model B

DeepSeek

DeepSeek V3.1 Terminus

Overall leaderTieTie
Verified metric wins3 wins3 wins
Where it leadsCheapest input price, Provider coverage, Recent testsAverage speed, First-token latency, Free providers
Model metadataClaude Opus 4.6 exposes 1M tokens; notable signals: Text input, Image input, File input, Text output.DeepSeek V3.1 Terminus exposes 163.8K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs.
DeveloperAnthropicDeepSeek
Context window1M tokens163.8K tokens
Max output128K tokens32.8K tokens
ReleasedApr 2026Sep 2025
Modalities

Input

TextImageFile

Output

Text

Input

Text

Output

Text
Features
Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning
Text inputText outputTool callingStructured outputsJSON modeReasoning
ParametersNo dataNo data
TokenizerClaudeDeepSeek
Knowledge cutoffNo data2025-03-31
OpenRouter IDanthropic/claude-opus-4.6-fastdeepseek/deepseek-v3.1-terminus
ReferencesNo dataNo data

Benchmark score comparison

Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.

Metric
ClaudeClaude Opus 4.6
DeepSeekDeepSeek V3.1 Terminus
Input price
$5.00/M#41
$0.270/M#13
Output price
$25.00/M#47
$1.00/M#17
SciCode
45.7%#20
32.1%#85
Blended price
$10.00/M#68
$0.453/M#22
GPQA
84.0%#38
75.1%#68
HLE
18.6%#43
8.4%#70

API audit comparison

Latest completed audits from shared providers, with four safety and integrity score groups plus report links.

Provider
ClaudeClaude Opus 4.6
DeepSeekDeepSeek V3.1 Terminus
No completed audits are available from shared providers yet.

Provider examples

Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.

Provider
ClaudeClaude Opus 4.6
DeepSeekDeepSeek V3.1 Terminus
Rnglg2 API15 tests
Claude

Claude Opus 4.6

speed / latency

57 tok/s / 3926ms

input / output

No data

DeepSeek

DeepSeek V3.1 Terminus

speed / latency

N/A / N/A

input / output

No data

6i2 API5 tests
Claude

Claude Opus 4.6

speed / latency

280 tok/s / 3242ms

input / output

No data

DeepSeek

DeepSeek V3.1 Terminus

speed / latency

N/A / N/A

input / output

No data

EasyMore5 tests
Claude

Claude Opus 4.6

speed / latency

27 tok/s / 15402ms

input / output

No data

DeepSeek

DeepSeek V3.1 Terminus

speed / latency

N/A / N/A

input / output

No data

小水管 API5 tests
Claude

Claude Opus 4.6

speed / latency

45 tok/s / 6167ms

input / output

No data

DeepSeek

DeepSeek V3.1 Terminus

speed / latency

N/A / N/A

input / output

No data

素墨API5 tests
Claude

Claude Opus 4.6

speed / latency

47 tok/s / 2344ms

input / output

No data

DeepSeek

DeepSeek V3.1 Terminus

speed / latency

N/A / N/A

input / output

No data

紫脑喵
Claude

Claude Opus 4.6

claude-opus-4-6-thinking

speed / latency

No data

input / output

$5.00/M / $25.00/M

DeepSeek

DeepSeek V3.1 Terminus

deepseek-v3.1-terminus

speed / latency

No data

input / output

$0.010/M / $0.010/M

Zero API
Claude

Claude Opus 4.6

claude-opus-4-6-thinking

speed / latency

No data

input / output

$0.342/M / $1.71/M

DeepSeek

DeepSeek V3.1 Terminus

deepseek-v3.1-terminus

speed / latency

No data

input / output

$0.018/M / $0.068/M

涵冰API
Claude

Claude Opus 4.6

claude-opus-4-6

speed / latency

No data

input / output

$0.040/M / $0.200/M

DeepSeek

DeepSeek V3.1 Terminus

deepseek-v3.1-terminus

speed / latency

No data

input / output

$0.020/M / $0.040/M

When to choose each model

This report only uses LMSpeed data for Claude Opus 4.6 and DeepSeek V3.1 Terminus: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.

Guidance
ClaudeClaude Opus 4.6
DeepSeekDeepSeek V3.1 Terminus
When to choose each model

Claude Opus 4.6

Claude Opus 4.6 is stronger when you prioritize Cheapest input price, Provider coverage, Recent tests.

DeepSeek V3.1 Terminus

DeepSeek V3.1 Terminus is stronger when you prioritize Average speed, First-token latency, Free providers.

FAQ

TL;DR: Tie leads across 78 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.

Why is this comparison indexable?
It has 6 verifiable comparison points, and both models have pricing or benchmark data.
Are missing metrics invented?
No. Metrics without LMSpeed data are omitted from this report.

Related compare reports

Continue from Claude Opus 4.6 vs DeepSeek V3.1 Terminus into nearby model comparisons with enough verified LMSpeed data.

ClaudeClaude Opus 4.6 vs GPT-5.46 verified data pointsClaudeClaude Opus 4.6 vs GPT-56 verified data pointsClaudeClaude Opus 4.6 vs GPT-5.26 verified data pointsClaudeClaude Opus 4.6 vs Gemini 2.5 Pro6 verified data points

Data as of Jun 13, 2026, 06:03 PM·Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.