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Minimax M3.1 Flash (medium) vs Solar Pro 4 (high)

The average score is effectively tied at 6.3 vs 6.3. Minimax M3.1 Flash (medium) has the lower benchmark cost at $0.000 vs $0.077. Minimax M3.1 Flash (medium) is faster at 19.52s vs 128.91s, with pass rates of 55.1% vs 60.9%.

Last updated at: 2026-10-19

Compared models

Rank
#256
Total Output Tokens
142,526
Response Time (avg)
19.52s
Total Cost
$0.000
Rank
#258
Total Output Tokens
402,203
Response Time (avg)
128.91s
Total Cost
$0.077
Recommended model Minimax M3.1 Flash (medium)

It has the best score here (6.3), while responding about 6.6x faster than Solar Pro 4 (high).

Detailed comparison

Metric Minimax M3.1 Flash Minimax M3.1 Flash medium Release: 2026-10-19 Free Available Solar Pro 4 Solar Pro 4 high Release: 2026-08-11
Score 6.3 6.3
Rank #256 #258
Reliability 10.0 10.0
Consistency 6.9 8.0
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 55.1% 60.9%
Flaky tests 9 6
Total Runs 69 69
Cost per result 0.000 0.652
Total Cost $0.000 $0.077
Input Price $0.000 / 1M $0.090 / 1M
Output Price $0.000 / 1M $0.360 / 1M
Cache Read Price N/A $0.018 / 1M
Cache Write Price N/A N/A
Total Input Tokens 363,168 209,002
Output Tokens 10,380 24,675
Reasoning Tokens 132,146 377,528
Response Time (avg) 19.52s 128.91s
Response Time (max) 181.80s 491.07s
Response Time (total) 449.04s 2965.04s
Parameters - ~100B
Availability Closed Closed

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.

#256 Minimax M3.1 Flash

medium
Cost
$0.000
Time
33.8s
Tokens
4,936 tok

#258 Solar Pro 4

high
No showcase result has been generated for this model yet.
Cost
N/A
Time
-
Tokens
0 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
Minimax M3.1 Flash 5.5 7.4 44.4% 1 9.40s 9,024 1,580 7,433
Solar Pro 4 5.7 9.9 33.3% 0 244.73s 7,887 18,577 101,928

Quick Compare

Switch Comparison Pair

Qwen3.5 Plus 2026-02-15nonevsSolar Pro 4highGemini 3.1 Flash LitelowvsSolar Pro 4highLing 3.1 FlashlowvsSolar Pro 4highGemini 3.1 Flash Lite PreviewlowvsMinimax M3.1 FlashmediumFree AvailableGemini 3.1 Flash LitelowvsMinimax M3.1 FlashmediumFree AvailableGemini 3.5 Flash LitelowvsMinimax M3.1 FlashmediumFree AvailableMinimax M3.1 FlashmediumFree AvailablevsQwen3.5 Plus 2026-02-15noneLing 3.1 FlashlowvsMinimax M3.1 FlashmediumFree AvailableGemini 3.1 Flash Lite PreviewlowvsSolar Pro 4highSpace Bunny AlphamediumvsSolar Pro 4highGemini 3.5 Flash LitelowvsSolar Pro 4highMinimax M3.1 FlashmediumFree AvailablevsQwen3.6 27Bnone