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Claude Opus 4.8 (medium) vs Gemini 3.7 Flash (low)

Gemini 3.7 Flash (low) leads on average score with 9.4 vs 8.3. Gemini 3.7 Flash (low) has the lower benchmark cost at $0.183 vs $3.490. Gemini 3.7 Flash (low) is faster at 6.24s vs 16.72s, with pass rates of 82.6% vs 95.7%.

Last updated at: 2026-10-09

Compared models

Rank
#84
Total Output Tokens
67,522
Response Time (avg)
16.72s
Total Cost
$3.490
Rank
#25
Total Output Tokens
38,453
Response Time (avg)
6.24s
Total Cost
$0.183
Recommended model Gemini 3.7 Flash (low)

It has the best score here (9.4), while costing about 19.1x less than Claude Opus 4.8 (medium).

Detailed comparison

Metric Claude Opus 4.8 Claude Opus 4.8 medium Release: 2026-05-28 Gemini 3.7 Flash Gemini 3.7 Flash low Release: 2026-08-14
Score 8.3 9.4
Rank #84 #25
Reliability 10.0 10.0
Consistency 9.0 9.3
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 82.6% 95.7%
Flaky tests 3 2
Total Runs 69 69
Cost per result 20.527 0.868
Total Cost $3.490 $0.183
Input Price $5.000 / 1M $0.750 / 1M
Output Price $25.000 / 1M $3.750 / 1M
Cache Read Price $0.500 / 1M $0.075 / 1M
Cache Write Price $6.250 / 1M $0.042 / 1M
Total Input Tokens 360,294 188,519
Output Tokens 43,441 7,694
Reasoning Tokens 24,401 30,759
Response Time (avg) 16.72s 6.24s
Response Time (max) 99.37s 58.75s
Response Time (total) 384.66s 143.56s
Parameters ~5T total (~500B active) ~500B total (~20B 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.

#84 Claude Opus 4.8

medium
Cost
$0.057
Time
23.1s
Tokens
2,412 tok

#25 Gemini 3.7 Flash

low
Cost
$0.010
Time
23.5s
Tokens
5,210 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
Claude Opus 4.8 10.0 10.0 100.0% 0 15.33s 10,590 9,945 1,381
Gemini 3.7 Flash 7.6 7.2 77.8% 1 6.20s 8,118 461 11,508

Quick Compare

Switch Comparison Pair

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