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Anthropic: Claude Sonnet 4.6 vs Google: Gemini 3.1 Flash Lite

Last updated at: 2026-05-08

Metric Claude Sonnet 4.6 Claude Sonnet 4.6 medium Release: 2026-02-17 Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite low Release: 2026-05-08
Score 7.8 7.6
Rank #35 #44
Reliability 10.0 10.0
Consistency 9.6 9.2
Tests Correct
Attempt pass rate 70.2% 68.4%
Flaky tests 1 2
Total Runs 57 57
Cost per result 9.515 0.203
Total Cost $1.237 $0.025
Input Price $3.000 / 1M $0.250 / 1M
Output Price $15.000 / 1M $1.500 / 1M
Output Tokens 45,505 2,702
Reasoning Tokens 28,370 8,596
Response Time (avg) 14.25s 1.92s
Response Time (max) 46.35s 5.66s
Response Time (total) 156.71s 36.49s

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 6.5 10.0 50.0% 0 2.98s 1,046 1,093
Gemini 3.1 Flash Lite 7.3 6.2 75.0% 2 1.84s 1,013 1,548
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 35.76s 6,894 2,097
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 1.46s 441 408
Combined 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 46.35s 5,871 3,962
Gemini 3.1 Flash Lite 3.0 10.0 0.0% 0 4.48s 348 975
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 13.90s 649 742
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 1.44s 291 697
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 2.9 7.2 11.1% 1 0ms 25,790 16,919
Gemini 3.1 Flash Lite 5.3 10.0 33.3% 0 1.52s 15 1,214
General Intelligence 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 4.94s 256 433
Gemini 3.1 Flash Lite 4.0 10.0 0.0% 0 1.37s 69 438
Instructions following 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 2.61s 318 552
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 1.52s 72 760
Puzzle Solving 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 4.80s 589 635
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 1.40s 210 1,191
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 7.48s 655 351
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 5.66s 234 945
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 3.0 10.0 0.0% 0 30.09s 3,437 1,586
Gemini 3.1 Flash Lite 3.0 10.0 0.0% 0 1.46s 9 420

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