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Inkling vs 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 3.47s vs 4.68s, with pass rates of 28.8% vs 27.3%.

Last updated at: 2026-09-18

Compared models

Rank
#264
Total Output Tokens
10,554
Response Time (avg)
3.47s
Total Cost
$0.147
Rank
#272
Total Output Tokens
16,464
Response Time (avg)
4.68s
Total Cost
$0.025
Recommended model MiMo-V2.5

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

Detailed comparison

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 #264 #272
Reliability 10.0 10.0
Consistency 9.6 9.2
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 28.8% 27.3%
Flaky tests 1 2
Total Runs 66 66
Cost per result 2.448 0.769
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 104,120 141,052
Output Tokens 10,554 16,464
Reasoning Tokens 0 0
Response Time (avg) 3.47s 4.68s
Response Time (max) 48.02s 55.36s
Response Time (total) 76.28s 103.02s
Parameters 975B total (41B active) 310B total (15B active)
Availability Open source Open source

Model generation showcase

Hamster playing table tennis

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

#264 Thinking Machines: Inkling

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

#272 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

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