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Ling 3.0 Tiny (low) vs Solar Decide Flash (default)

Ling 3.0 Tiny (low) leads on average score with 3.7 vs 1.7. Ling 3.0 Tiny (low) has the lower benchmark cost at $0.000 vs $0.003. Solar Decide Flash (default) is faster at 1.33s vs 63.15s, with pass rates of 18.8% vs 13.0%.

Last updated at: 2026-10-09

Compared models

Rank
#377
Total Output Tokens
868,004
Response Time (avg)
63.15s
Total Cost
$0.000
Rank
#405
Total Output Tokens
51
Response Time (avg)
1.33s
Total Cost
$0.003
Recommended model Ling 3.0 Tiny (low)

It has the strongest score in this comparison (3.7) and the best overall balance of cost and response time across 2 models.

Detailed comparison

Metric Ling 3.0 Tiny Ling 3.0 Tiny low Release: 2026-08-07 Solar Decide Flash Solar Decide Flash default Release: 2026-10-09
Score 3.7 1.7
Rank #377 #405
Reliability 9.6 10.0
Consistency 9.7 3.0
Attempts 69/69 21/69
Tests Correct
Attempt pass rate 18.8% 13.0%
Flaky tests 1 0
Total Runs 69 21
Cost per result 0.000 0.080
Total Cost $0.000 $0.003
Input Price $0.000 / 1M $0.050 / 1M
Output Price $0.000 / 1M $0.000 / 1M
Cache Read Price N/A $0.050 / 1M
Cache Write Price N/A N/A
Total Input Tokens 99,662 47,586
Output Tokens 146,555 51
Reasoning Tokens 732,977 0
Response Time (avg) 63.15s 1.33s
Response Time (max) 252.08s 1.66s
Response Time (total) 1389.35s 9.32s
Parameters 7.9B total (1.3B active) ~35B total (~3B active)
Availability Open source 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.

#377 Ling 3.0 Tiny

low
No output was saved. The original provider response or failure reason is unavailable.
Cost
$0.000
Time
200.0s
Tokens
5,030 tok

#405 Solar Decide Flash

default
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
Ling 3.0 Tiny 2.9 10.0 0.0% 0 170.73s 7,619 56,012 170,220
Solar Decide Flash 0.0 0.0 0.0% 0 0ms 0 0 0

Quick Compare

Switch Comparison Pair

Gemini 3 Flash PreviewhighvsSolar Decide FlashdefaultLing 3.0 TinylowvsNemotron 3.5 LightningnoneFree AvailableGranite 4.1 8bdefaultvsLing 3.0 TinylowLing 3.0 TinylowvsGrok 4.20noneCommand A+mediumvsLing 3.0 TinylowLing 3.0 TinylowvsQwen3.5-9BmediumMercury 2.5nonevsLing 3.0 TinylowLing 3.0 Tinylowvsgpt-oss-120bnoneCommand A+highvsLing 3.0 TinylowLing 3.0 TinylowvsGLM 4.7 FlashmediumLing 3.0 TinylowvsMiniMax M2.5mediumCommand A+nonevsLing 3.0 Tinylow