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Google: Gemini 3.1 Flash Lite Preview vs Google: Gemini 3.1 Pro Preview

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Last updated at: 2026-03-03

Metric Google: Gemini 3.1 Flash Lite Preview high Release: 2026-03-03 Google: Gemini 3.1 Pro Preview medium Release: 2026-02-19
Rank #9 #2
Avg Score 7.77 9.36
Consistency 9.99 10.00
Cost per result 17.286 2.443
Total Cost $1.729 $0.318
Tests Correct
Attempt pass rate 71.4% 92.9%
Flaky tests 0 0
Output Tokens 831 1,000
Reasoning Tokens 1,148,955 22,936

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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
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 106 2,533
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
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 292 3,164
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
Google: Gemini 3.1 Pro Preview 7.00 10.00 66.7% 0 18 10,688
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
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 72 2,436
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
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 238 3,133
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
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 274 982

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