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Google: Gemini 3.1 Pro Preview vs IBM: Granite 4.1 8B

Last updated at: 2026-05-01

Metric Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium Release: 2026-02-19 Granite 4.1 8B Granite 4.1 8B none Release: 2026-05-01
Score 9.6 4.3
Rank #2 #135
Reliability N/A 10.0
Consistency 10.0 10.0
Tests Correct
Attempt pass rate 94.4% 11.1%
Flaky tests 0 0
Total Runs 54 54
Cost per result 3.400 0.110
Total Cost $0.578 $0.003
Input Price $2.000 / 1M $0.050 / 1M
Output Price $12.000 / 1M $0.100 / 1M
Output Tokens 1,932 2,712
Reasoning Tokens 40,542 0
Response Time (avg) 15.96s 767ms
Response Time (max) 40.61s 2.17s
Response Time (total) 175.52s 13.81s

Top Models by Score

Score vs Total Cost

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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
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.90s 112 3,218
Granite 4.1 8B 4.9 10.0 25.0% 0 844ms 903 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 19.88s 405 4,201
Granite 4.1 8B 6.9 10.0 0.0% 0 1.07s 339 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 9.5 10.0 100.0% 0 40.61s 432 9,281
Granite 4.1 8B 3.0 10.0 0.0% 0 1.88s 396 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.72s 279 3,904
Granite 4.1 8B 3.0 10.0 0.0% 0 575ms 195 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 7.7 10.0 66.7% 0 32.73s 18 12,424
Granite 4.1 8B 3.0 10.0 0.0% 0 357ms 24 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 11.77s 108 1,179
Granite 4.1 8B 4.0 10.0 0.0% 0 499ms 115 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 9.56s 72 2,236
Granite 4.1 8B 3.6 9.9 0.0% 0 344ms 66 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.15s 232 3,117
Granite 4.1 8B 3.7 10.0 0.0% 0 635ms 431 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 23.15s 274 982
Granite 4.1 8B 10.0 10.0 100.0% 0 2.17s 243 0

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