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Gemini 3.7 Flash (medium) vs GPT-6.1 Sol (xhigh)

GPT-6.1 Sol (xhigh) leads on average score with 9.9 vs 9.5. Gemini 3.7 Flash (medium) has the lower benchmark cost at $0.278 vs $1.377. Gemini 3.7 Flash (medium) is faster at 8.16s vs 33.11s, with pass rates of 94.2% vs 97.1%.

Last updated at: 2026-11-13

Compared models

Rank
#20
Total Output Tokens
74,662
Response Time (avg)
8.16s
Total Cost
$0.278
Rank
#6
Total Output Tokens
102,482
Response Time (avg)
33.11s
Total Cost
$1.377
Recommended model Gemini 3.7 Flash (medium)

Its score stays close to the best score here (9.5 vs 9.9), while costing about 5.0x less than GPT-6.1 Sol (xhigh).

Detailed comparison

Metric Gemini 3.7 Flash Gemini 3.7 Flash medium Release: 2026-08-14 GPT-6.1 Sol GPT-6.1 Sol xhigh Release: 2026-09-29
Score 9.5 9.9
Rank #20 #6
Reliability 10.0 10.0
Consistency 9.7 9.6
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 94.2% 97.1%
Flaky tests 1 1
Total Runs 69 69
Cost per result 1.321 6.256
Total Cost $0.278 $1.377
Input Price $0.750 / 1M $2.000 / 1M
Output Price $3.750 / 1M $10.000 / 1M
Cache Read Price $0.075 / 1M $0.100 / 1M
Cache Write Price $0.042 / 1M $2.500 / 1M
Total Input Tokens 202,347 175,712
Output Tokens 6,660 5,640
Reasoning Tokens 68,002 96,842
Response Time (avg) 8.16s 33.11s
Response Time (max) 58.39s 491.85s
Response Time (total) 187.58s 761.52s
Parameters ~500B total (~20B active) ~2T total (~150B active)
Availability Closed Closed

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#20 Gemini 3.7 Flash

medium
Cost
$0.014
Time
35.2s
Tokens
7,283 tok

#6 GPT-6.1 Sol

xhigh
Cost
$0.147
Time
279.4s
Tokens
14,790 tok

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

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Gemini 3.7 Flash 8.4 7.4 88.9% 1 8.86s 8,118 450 16,777
GPT-6.1 Sol 10.0 10.0 100.0% 0 10.65s 7,302 393 4,483

Quick Compare

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