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Pareto vs Grok 4.5 (high)

Grok 4.5 (high) leads on average score with 9.0 vs 8.9. Pareto has the lower benchmark cost at $1.172 vs $2.252. Pareto is faster at 31.51s vs 72.30s, with pass rates of 86.4% vs 86.4%.

Last updated at: 2026-09-18

Compared models

Rank
#34
Total Output Tokens
119,230
Response Time (avg)
31.51s
Total Cost
$1.172
Rank
#30
Total Output Tokens
324,462
Response Time (avg)
72.30s
Total Cost
$2.252
Recommended model Pareto

Its score stays close to the best score here (8.9 vs 9.0), while costing about 1.9x less than Grok 4.5 (high).

Detailed comparison

Metric Pareto Pareto none Release: 2026-09-18 Grok 4.5 Grok 4.5 high Release: 2026-07-08
Score 8.9 9.0
Rank #34 #30
Reliability 10.0 10.0
Consistency 9.2 8.9
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 86.4% 86.4%
Flaky tests 2 3
Total Runs 66 66
Cost per result 6.506 12.565
Total Cost $1.172 $2.252
Input Price $2.500 / 1M $2.000 / 1M
Output Price $7.500 / 1M $6.000 / 1M
Total Input Tokens 110,734 152,175
Output Tokens 119,230 5,655
Reasoning Tokens 0 318,807
Response Time (avg) 31.51s 72.30s
Response Time (max) 143.33s 676.83s
Response Time (total) 693.29s 1590.56s
Parameters - ~1.7T total (~170B active)
Availability Closed Closed

Model generation showcase

Hamster playing table tennis

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

#34 Pareto

none
Cost
$0.034
Time
170.7s
Tokens
4,581 tok

#30 SpaceXAI: Grok 4.5

high
Cost
$0.015
Time
29.7s
Tokens
2,737 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
Pareto 10.0 10.0 100.0% 0 50.12s 7,471 1,949 0
Grok 4.5 10.0 10.0 100.0% 0 155.16s 9,579 357 100,752

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