AI BENCHY Compare
Anthropic: Claude Sonnet 4.6 vs Google: Gemini 3.1 Flash Lite Preview
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Last updated at: 2026-03-03
| Metric | Anthropic: Claude Sonnet 4.6 none Release: 2026-02-17 | Google: Gemini 3.1 Flash Lite Preview high Release: 2026-03-03 |
|---|---|---|
| Rank | #22 | #9 |
| Avg Score | 6.36 | 7.77 |
| Consistency | 9.50 | 9.99 |
| Cost per result | 1.325 | 17.286 |
| Total Cost | $0.106 | $1.729 |
| Tests Correct | ||
| Attempt pass rate | 59.5% | 71.4% |
| Flaky tests | 1 | 0 |
| Output Tokens | 2,637 | 831 |
| Reasoning Tokens | 0 | 1,148,955 |
Score vs Total Cost
Category Breakdown
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Sonnet 4.6 | 4.00 | 10.00 | 33.3% | 0 | 1,199 | 0 | |
| Google: Gemini 3.1 Flash Lite Preview | 10.00 | 10.00 | 100.0% | 0 | 144 | 193,077 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Sonnet 4.6 | 10.00 | 10.00 | 100.0% | 0 | 252 | 0 | |
| Google: Gemini 3.1 Flash Lite Preview | 9.88 | 10.00 | 100.0% | 0 | 279 | 6,186 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Sonnet 4.6 | 7.00 | 10.00 | 66.7% | 0 | 54 | 0 | |
| Google: Gemini 3.1 Flash Lite Preview | 4.00 | 10.00 | 33.3% | 0 | 18 | 566,202 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Sonnet 4.6 | 5.50 | 10.00 | 50.0% | 0 | 90 | 0 | |
| Google: Gemini 3.1 Flash Lite Preview | 8.00 | 9.96 | 50.0% | 0 | 69 | 190,053 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Sonnet 4.6 | 5.00 | 7.68 | 44.4% | 1 | 595 | 0 | |
| Google: Gemini 3.1 Flash Lite Preview | 7.00 | 10.00 | 66.7% | 0 | 87 | 190,953 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Sonnet 4.6 | 10.00 | 10.00 | 100.0% | 0 | 447 | 0 | |
| Google: Gemini 3.1 Flash Lite Preview | 10.00 | 10.00 | 100.0% | 0 | 234 | 2,484 |
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