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Kimi K2.6 (medium) vs GPT-6 Sol

The average score is effectively tied at 6.8 vs 6.8. GPT-6 Sol has the lower benchmark cost at $0.551 vs $1.594. GPT-6 Sol is faster at 9.02s vs 121.25s, with pass rates of 60.9% vs 63.8%.

Last updated at: 2026-10-26

Compared models

Rank
#210
Total Output Tokens
344,502
Response Time (avg)
121.25s
Total Cost
$1.594
Rank
#214
Total Output Tokens
7,989
Response Time (avg)
9.02s
Total Cost
$0.551
Recommended model GPT-6 Sol

It has the best score here (6.8), while costing about 2.9x less than Kimi K2.6 (medium).

Detailed comparison

Metric Kimi K2.6 Kimi K2.6 medium Release: 2026-04-20 GPT-6 Sol GPT-6 Sol none Release: 2026-09-23
Score 6.8 6.8
Rank #210 #214
Reliability 10.0 10.0
Consistency 8.4 8.5
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 60.9% 63.8%
Flaky tests 4 4
Total Runs 69 69
Cost per result 12.282 4.232
Total Cost $1.594 $0.551
Input Price $0.950 / 1M $2.000 / 1M
Output Price $4.000 / 1M $10.000 / 1M
Cache Read Price $0.160 / 1M $0.200 / 1M
Cache Write Price N/A $2.500 / 1M
Total Input Tokens 226,880 235,086
Output Tokens 65,346 7,989
Reasoning Tokens 331,325 0
Response Time (avg) 121.25s 9.02s
Response Time (max) 876.20s 57.02s
Response Time (total) 2667.55s 207.45s
Parameters 1T total (32B active) ~2T total (~150B active)
Availability 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.

#210 MoonshotAI: Kimi K2.6

medium
Cost
$0.013
Time
103.4s
Tokens
3,620 tok

#214 GPT-6 Sol

none
Cost
$0.030
Time
31.9s
Tokens
3,055 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
Kimi K2.6 5.7 8.6 33.3% 0 214.42s 2,925 9,970 77,189
GPT-6 Sol 5.5 10.0 33.3% 0 12.23s 7,302 389 0

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