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Step 5 Preview (low) vs Solar Pro 4

The average score is effectively tied at 5.6 vs 5.6. Solar Pro 4 has the lower benchmark cost at $0.022 vs $4.110. Solar Pro 4 is faster at 8.14s vs 138.27s, with pass rates of 58.0% vs 31.9%.

Last updated at: 2026-10-09

Compared models

Rank
#281
Total Output Tokens
1,425,268
Response Time (avg)
138.27s
Total Cost
$4.110
Rank
#280
Total Output Tokens
13,249
Response Time (avg)
8.14s
Total Cost
$0.022
Recommended model Solar Pro 4

It has the best score here (5.6), while costing about 190.5x less than Step 5 Preview (low).

Detailed comparison

Metric Step 5 Preview Step 5 Preview low Release: 2026-10-09 Solar Pro 4 Solar Pro 4 none Release: 2026-08-11
Score 5.6 5.6
Rank #281 #280
Reliability 9.7 10.0
Consistency 7.5 9.6
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 58.0% 31.9%
Flaky tests 7 1
Total Runs 69 69
Cost per result 41.095 0.309
Total Cost $4.110 $0.022
Input Price $1.000 / 1M $0.090 / 1M
Output Price $2.700 / 1M $0.360 / 1M
Cache Read Price $0.050 / 1M $0.018 / 1M
Cache Write Price N/A N/A
Total Input Tokens 261,256 305,664
Output Tokens 1,425,268 13,249
Reasoning Tokens 0 0
Response Time (avg) 138.27s 8.14s
Response Time (max) 436.56s 69.17s
Response Time (total) 3180.10s 187.23s
Parameters 600B total (27B active) ~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.

#281 Step 5 Preview

low
Cost
$0.051
Time
125.6s
Tokens
18,795 tok

#280 Solar Pro 4

none
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
Step 5 Preview 2.7 7.0 11.1% 1 378.21s 7,428 518,232 0
Solar Pro 4 5.5 10.0 33.3% 0 2.61s 7,896 557 0

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