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Ling 3.0 Flash vs Mistral Small 4

Ling 3.0 Flash leads on average score with 5.2 vs 5.1. Ling 3.0 Flash has the lower benchmark cost at $0.004 vs $0.047. Mistral Small 4 is faster at 3.12s vs 3.40s, with pass rates of 26.1% vs 24.6%.

Last updated at: 2026-10-26

Compared models

Rank
#347
Total Output Tokens
12,777
Response Time (avg)
3.40s
Total Cost
$0.004
Rank
#353
Total Output Tokens
10,913
Response Time (avg)
3.12s
Total Cost
$0.047
Recommended model Ling 3.0 Flash

It has the best score here (5.2), while costing about 13.6x less than Mistral Small 4.

Detailed comparison

Metric Ling 3.0 Flash Ling 3.0 Flash none Release: 2026-07-24 Mistral Small 4 Mistral Small 4 none Release: 2026-03-16
Score 5.2 5.1
Rank #347 #353
Reliability 10.0 10.0
Consistency 10.0 9.6
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 26.1% 24.6%
Flaky tests 0 1
Total Runs 69 69
Cost per result 0.000 0.928
Total Cost $0.004 $0.047
Input Price $0.021 / 1M $0.150 / 1M
Output Price $0.063 / 1M $0.600 / 1M
Cache Read Price $0.005 / 1M $0.015 / 1M
Cache Write Price N/A N/A
Total Input Tokens 123,993 265,602
Output Tokens 12,777 10,913
Reasoning Tokens 0 0
Response Time (avg) 3.40s 3.12s
Response Time (max) 17.51s 45.46s
Response Time (total) 74.77s 71.87s
Parameters 124B total (5.1B active) 119B total (6B active)
Availability Open source Open source

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.

#347 Ling 3.0 Flash

none
Cost
$0.000
Time
11.6s
Tokens
2,781 tok

#353 Mistral Small 4

none
Cost
$0.002
Time
10.4s
Tokens
2,370 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
Ling 3.0 Flash 5.5 10.0 33.3% 0 6.39s 8,307 639 0
Mistral Small 4 3.7 9.7 0.0% 0 901ms 7,636 619 0

Quick Compare

Switch Comparison Pair

Ling 3.0 FlashnonevsNemotron 3.5 LightninghighFree AvailableMercury 2.5lowvsMistral Small 4noneLing 3.0 FlashnonevsInkling SmalllowFree AvailableKAT Coder AIR V2.5mediumvsMistral Small 4noneLing 3.0 FlashnonevsKAT Coder AIR V2.5highKAT Coder AIR V2.5highvsMistral Small 4noneApodex 1.1 MinidefaultFree AvailablevsMistral Small 4noneMistral Small 4nonevsNemotron 3.5 LightninghighFree AvailableLing 3.0 FlashnonevsMistral Small 4mediumMistral Small 4nonevsLaguna S 2.1mediumFree AvailableMercury 2.5lowvsLing 3.0 FlashnoneMistral Small 4nonevsInkling SmalllowFree Available