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

The average score is effectively tied at 7.2 vs 7.2. GPT-6 Sol has the lower benchmark cost at $0.280 vs $1.247. GPT-6 Sol is faster at 6.84s vs 115.89s, with pass rates of 63.6% vs 66.7%.

Last updated at: 2026-09-23

Compared models

Rank
#145
Total Output Tokens
347,519
Response Time (avg)
115.89s
Total Cost
$1.247
Rank
#148
Total Output Tokens
6,696
Response Time (avg)
6.84s
Total Cost
$0.280
Recommended model GPT-6 Sol

It has the best score here (7.2), while costing about 4.5x 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 7.2 7.2
Rank #145 #148
Reliability 10.0 10.0
Consistency 8.3 8.5
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 63.6% 66.7%
Flaky tests 4 4
Total Runs 66 66
Cost per result 10.029 2.151
Total Cost $1.247 $0.280
Input Price $0.950 / 1M $2.000 / 1M
Output Price $4.000 / 1M $10.000 / 1M
Total Input Tokens 68,913 106,332
Output Tokens 64,654 6,696
Reasoning Tokens 282,865 0
Response Time (avg) 115.89s 6.84s
Response Time (max) 876.20s 23.89s
Response Time (total) 2433.66s 150.43s
Parameters 1T total (32B active) ~2T total (~150B active)
Availability Weights available Closed

Model generation showcase

Hamster playing table tennis

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

#145 MoonshotAI: Kimi K2.6

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

#148 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

Quick Compare

Switch Comparison Pair

GPT-6 SolnonevsQwen3.5 Plus 2026-04-20mediumKAT-Coder-Pro V2.5highvsKimi K2.6mediumMuse Glimmer 30BhighvsGPT-6 SolnoneGPT-6 SolnonevsQwen3.7 FlashlowMuse Glimmer 30BmediumvsGPT-6 SolnoneClaude Opus 4.8nonevsKimi K2.6mediumMuse Glimmer 30BhighvsKimi K2.6mediumKAT-Coder-Pro V2.5highvsGPT-6 SolnoneGPT-6 SolnonevsQwen3.5-122B-A10BmediumKimi K2.6mediumvsQwen3.7 PlusnoneKimi K2.6mediumvsQwen3.7 FlashlowMuse Glimmer 30BlowvsGPT-6 Solnone