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Compared models

Claude Opus 5 (high) vs GPT-5.6 Sol (high) vs Kimi K3 (max) vs Gemini 3.6 Flash (medium) benchmark comparison: Gemini 3.6 Flash (medium) leads on Score with 9.8. Claude Opus 5 (high) leads on Reliability with 10.0. Gemini 3.6 Flash (medium) has the lowest Total Cost at $0.577. GPT-5.6 Sol (high) is fastest at 13.59s.

Last updated at: 2026-10-26

Compared models

Rank
#30
Total Output Tokens
105,662
Response Time (avg)
25.31s
Total Cost
$4.524
Rank
#24
Total Output Tokens
32,071
Response Time (avg)
13.59s
Total Cost
$1.595
Rank
#102
Total Output Tokens
233,327
Response Time (avg)
139.41s
Total Cost
$3.409
Rank
#10
Total Output Tokens
116,124
Response Time (avg)
14.03s
Total Cost
$0.577
Recommended model Gemini 3.6 Flash (medium)

It has the best score here (9.8), while costing about 5.5x less than the other models in this comparison.

Detailed comparison

Metric Claude Opus 5 Claude Opus 5 high Release: 2026-07-25 GPT-5.6 Sol GPT-5.6 Sol high Release: 2026-07-09 Kimi K3 Kimi K3 max Release: 2026-07-16 Gemini 3.6 Flash Gemini 3.6 Flash medium Release: 2026-07-21
Score 9.4 9.5 8.3 9.8
Rank #30 #24 #102 #10
Reliability 10.0 10.0 9.3 10.0
Consistency 10.0 8.9 9.3 9.3
Attempts 69/69 69/69 69/69 69/69
Tests Correct
Attempt pass rate 82.6% 89.9% 78.3% 95.7%
Flaky tests 0 3 2 2
Total Runs 69 69 69 69
Cost per result 23.809 8.020 23.601 4.619
Total Cost $4.524 $1.595 $3.409 $0.577
Input Price $5.000 / 1M $2.000 / 1M $0.830 / 1M $0.750 / 1M
Output Price $25.000 / 1M $10.000 / 1M $14.000 / 1M $3.750 / 1M
Cache Read Price $0.500 / 1M $0.200 / 1M $0.270 / 1M $0.075 / 1M
Cache Write Price $6.250 / 1M $2.500 / 1M N/A $0.042 / 1M
Total Input Tokens 376,421 195,567 170,700 188,003
Output Tokens 67,688 5,841 7,719 2,914
Reasoning Tokens 37,974 26,230 225,608 113,210
Response Time (avg) 25.31s 13.59s 139.41s 14.03s
Response Time (max) 159.01s 59.99s 766.58s 77.15s
Response Time (total) 582.11s 312.61s 2788.26s 322.73s
Parameters ~5T total (~500B active) ~2T total (~150B active) 2.8T total (104B active) ~500B total (~20B active)
Availability Closed Closed Weights available 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.

#30 Claude Opus 5

high
Cost
$0.265
Time
144.5s
Tokens
10,741 tok

#24 GPT-5.6 Sol

high
Cost
$0.151
Time
201.9s
Tokens
5,100 tok

#102 MoonshotAI: Kimi K3

max
Cost
$0.281
Time
506.9s
Tokens
18,863 tok

#10 Gemini 3.6 Flash

medium
Cost
$0.095
Time
49.9s
Tokens
12,664 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 5 10.0 10.0 100.0% 0 12.73s 10,590 7,547 1,721
GPT-5.6 Sol 10.0 10.0 100.0% 0 12.52s 7,302 404 5,656
Kimi K3 10.0 10.0 100.0% 0 325.79s 8,061 460 84,012
Gemini 3.6 Flash 10.0 10.0 100.0% 0 14.81s 8,124 444 31,421

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