Navigate
AI BENCHY
Your ad here

AI BENCHY Compare

Anthropic: Claude Sonnet 4.6 vs DeepSeek: DeepSeek V3.2

Last updated at: 2026-04-16

Metric Claude Sonnet 4.6 Claude Sonnet 4.6 none Release: 2026-02-17 DeepSeek V3.2 DeepSeek V3.2 medium Release: 2025-12-01
Score 7.4 8.0
Rank #41 #27
Consistency 9.6 8.2
Tests Correct
Attempt pass rate 64.8% 79.6%
Flaky tests 1 4
Total Runs 54 54
Cost per result 2.376 0.240
Total Cost $0.262 $0.029
Input Price $3.000 / 1M $0.260 / 1M
Output Price $15.000 / 1M $0.380 / 1M
Output Tokens 7,433 10,620
Reasoning Tokens 0 48,511
Response Time (avg) 4.98s 46.41s
Response Time (max) 23.84s 180.92s
Response Time (total) 54.83s 835.33s

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 4.8 10.0 25.0% 0 2.94s 1,214 0
DeepSeek V3.2 8.4 9.9 75.0% 0 30.72s 3,773 7,523
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 3.67s 523 0
DeepSeek V3.2 4.7 1.6 66.7% 1 180.92s 626 6,792
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 9.5 10.0 100.0% 0 23.84s 3,766 0
DeepSeek V3.2 10.0 10.0 100.0% 0 93.11s 571 6,296
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 3.43s 252 0
DeepSeek V3.2 10.0 10.0 100.0% 0 36.09s 207 7,693
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 7.7 10.0 66.7% 0 3.54s 413 0
DeepSeek V3.2 5.3 7.2 44.4% 1 39.32s 3,081 7,856
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 6.1 3.1 66.7% 1 2.56s 192 0
DeepSeek V3.2 5.4 2.5 66.7% 1 31.30s 68 2,366
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 6.5 10.0 50.0% 0 1.96s 90 0
DeepSeek V3.2 10.0 10.0 100.0% 0 35.78s 1,397 2,845
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 7.7 10.0 66.7% 0 2.92s 536 0
DeepSeek V3.2 8.2 7.2 88.9% 1 36.87s 390 6,281
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.11s 447 0
DeepSeek V3.2 10.0 10.0 100.0% 0 34.81s 507 859

Quick Compare

Switch Comparison Pair