Navigate
AI BENCHY
Advertise here

Thinking Machines: Inkling vs Xiaomi: MiMo-V2.5

Inkling leads on average score with 5.2 vs 5.1. MiMo-V2.5 has the lower benchmark cost at $0.025 vs $0.147. Inkling is faster at 3.50s vs 4.62s, with pass rates of 28.8% vs 25.8%.

Recommended modelMiMo-V2.5Its score stays close to the best score here (5.1 vs 5.2), while costing about 6.0x less than Inkling.

Last updated at: 2026-07-22

Metric Inkling Inkling none Release: 2026-07-18 MiMo-V2.5 MiMo-V2.5 none Release: 2026-04-22
Score 5.2 5.1
Rank #172 #176
Reliability 9.9 10.0
Consistency 9.6 9.6
Tests Correct
Attempt pass rate 28.8% 25.8%
Flaky tests 1 1
Total Runs 66 66
Cost per result 2.448 0.770
Total Cost $0.147 $0.025
Input Price $1.000 / 1M $0.140 / 1M
Output Price $4.050 / 1M $0.280 / 1M
Total Input Tokens 104,111 141,043
Output Tokens 10,551 16,464
Reasoning Tokens 0 0
Response Time (avg) 3.50s 4.62s
Response Time (max) 48.02s 55.36s
Response Time (total) 77.09s 101.57s

Hamster playing table tennis

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

#172 Thinking Machines: Inkling

none
Provider returned error
Cost
$0.000
Time
5.3s
Tokens
0 tok

#176 MiMo-V2.5

none
Cost
$0.007
Time
267.4s
Tokens
25,283 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
Inkling 4.5 10.0 0.0% 0 1.01s 7,356 436 0
MiMo-V2.5 5.5 10.0 33.3% 0 3.24s 7,440 696 0

Quick Compare

Switch Comparison Pair