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Ember-1 vs Kimi K2.5

Ember-1 leads on average score with 5.4 vs 5.3. Kimi K2.5 has the lower benchmark cost at $0.262 vs $0.786. Ember-1 is faster at 22.65s vs 35.86s, with pass rates of 43.5% vs 29.0%.

Last updated at: 2026-10-07

Compared models

Rank
#295
Total Output Tokens
11,832
Response Time (avg)
22.65s
Total Cost
$0.786
Rank
#299
Total Output Tokens
49,389
Response Time (avg)
35.86s
Total Cost
$0.262
Recommended model Kimi K2.5

Its score stays close to the best score here (5.3 vs 5.4), while costing about 3.0x less than Ember-1.

Detailed comparison

Metric Ember-1 Ember-1 none Release: 2026-09-28 Kimi K2.5 Kimi K2.5 none Release: 2026-01-27
Score 5.4 5.3
Rank #295 #299
Reliability 8.8 10.0
Consistency 8.6 8.6
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 43.5% 29.0%
Flaky tests 4 4
Total Runs 69 69
Cost per result 9.817 4.976
Total Cost $0.786 $0.262
Input Price $3.000 / 1M $0.450 / 1M
Output Price $15.000 / 1M $2.250 / 1M
Cache Read Price $0.300 / 1M $0.070 / 1M
Cache Write Price N/A N/A
Total Input Tokens 202,617 275,349
Output Tokens 11,832 49,377
Reasoning Tokens 0 12
Response Time (avg) 22.65s 35.86s
Response Time (max) 93.12s 321.19s
Response Time (total) 520.91s 609.61s
Parameters ~2.8T total (~104B active) 1T total (32B active)
Availability Closed Weights available

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.

#295 Ember-1

none
Cost
$0.156
Time
224.6s
Tokens
10,555 tok

#299 MoonshotAI: Kimi K2.5

none
Cost
$0.015
Time
89.1s
Tokens
5,421 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 5.5 10.0 33.3% 0 1.94s 7,485 393 0
Kimi K2.5 5.5 10.0 33.3% 0 24.56s 7,311 4,708 0

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