AI BENCHY Compare
Google: Gemini 3.1 Flash Lite Preview vs OpenAI: GPT-5.2
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Last updated at: 2026-03-03
| Metric | Google: Gemini 3.1 Flash Lite Preview high Release: 2026-03-03 | OpenAI: GPT-5.2 medium Release: 2025-12-11 |
|---|---|---|
| Rank | #9 | #19 |
| Avg Score | 7.77 | 6.93 |
| Consistency | 9.99 | 8.22 |
| Cost per result | 17.286 | 2.780 |
| Total Cost | $1.729 | $0.251 |
| Tests Correct | ||
| Attempt pass rate | 71.4% | 76.2% |
| Flaky tests | 0 | 3 |
| Output Tokens | 831 | 1,869 |
| Reasoning Tokens | 1,148,955 | 14,190 |
Score vs Total Cost
Category Breakdown
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 10.00 | 10.00 | 100.0% | 0 | 144 | 193,077 | |
| OpenAI: GPT-5.2 | 7.00 | 7.28 | 77.8% | 1 | 549 | 2,002 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 9.88 | 10.00 | 100.0% | 0 | 279 | 6,186 | |
| OpenAI: GPT-5.2 | 10.00 | 10.00 | 100.0% | 0 | 234 | 499 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 4.00 | 10.00 | 33.3% | 0 | 18 | 566,202 | |
| OpenAI: GPT-5.2 | 4.00 | 7.21 | 55.6% | 1 | 42 | 9,690 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 8.00 | 9.96 | 50.0% | 0 | 69 | 190,053 | |
| OpenAI: GPT-5.2 | 9.50 | 10.00 | 100.0% | 0 | 95 | 587 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 7.00 | 10.00 | 66.7% | 0 | 87 | 190,953 | |
| OpenAI: GPT-5.2 | 8.00 | 10.00 | 66.7% | 0 | 710 | 943 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 10.00 | 10.00 | 100.0% | 0 | 234 | 2,484 | |
| OpenAI: GPT-5.2 | 1.00 | 1.62 | 66.7% | 1 | 239 | 469 |
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