Navigate
AD
Track all your projects in one dashboard. Get 📊stats, 🔥heatmaps and 👀recordings in one self-hosted dashboard.
uxwizz.com

Ember-1 (high) vs Kimi K2.6 (medium)

The average score is effectively tied at 6.9 vs 6.8. Kimi K2.6 (medium) has the lower benchmark cost at $1.323 vs $2.405. Ember-1 (high) is faster at 58.14s vs 121.25s, with pass rates of 71.0% vs 60.9%.

Last updated at: 2026-10-01

Compared models

Rank
#164
Total Output Tokens
121,223
Response Time (avg)
58.14s
Total Cost
$2.405
Rank
#168
Total Output Tokens
396,671
Response Time (avg)
121.25s
Total Cost
$1.323
Recommended model Kimi K2.6 (medium)

It has the best score here (6.8), while costing about 1.8x less than Ember-1 (high).

Detailed comparison

Metric Ember-1 Ember-1 high Release: 2026-09-28 Kimi K2.6 Kimi K2.6 medium Release: 2026-04-20
Score 6.9 6.8
Rank #164 #168
Reliability 8.6 10.0
Consistency 7.2 8.4
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 71.0% 60.9%
Flaky tests 8 4
Total Runs 69 69
Cost per result 20.041 12.282
Total Cost $2.405 $1.323
Input Price $3.000 / 1M $0.650 / 1M
Output Price $15.000 / 1M $3.410 / 1M
Total Input Tokens 195,489 226,880
Output Tokens 12,475 65,346
Reasoning Tokens 108,748 331,325
Response Time (avg) 58.14s 121.25s
Response Time (max) 255.06s 876.20s
Response Time (total) 1337.19s 2667.55s
Parameters ~2.8T total (~104B active) 1T total (32B active)
Availability Closed Weights available

Model generation showcase

Hamster playing table tennis

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

#164 Ember-1

high
Cost
$0.038
Time
55.1s
Tokens
2,671 tok

#168 MoonshotAI: Kimi K2.6

medium
Cost
$0.013
Time
103.4s
Tokens
3,620 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
Ember-1 8.2 7.2 88.9% 1 72.23s 7,144 1,281 23,093
Kimi K2.6 5.7 8.6 33.3% 0 214.42s 2,925 9,970 77,189

Quick Compare

Switch Comparison Pair