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GPT-6 Sol (low) vs Grok 4.6 (medium)

Grok 4.6 (medium) leads on average score with 8.4 vs 8.4. GPT-6 Sol (low) has the lower benchmark cost at $0.273 vs $1.713. GPT-6 Sol (low) is faster at 6.92s vs 73.46s, with pass rates of 86.4% vs 81.8%.

Last updated at: 2026-09-23

Compared models

Rank
#68
Total Output Tokens
11,677
Response Time (avg)
6.92s
Total Cost
$0.273
Rank
#62
Total Output Tokens
249,808
Response Time (avg)
73.46s
Total Cost
$1.713
Recommended model GPT-6 Sol (low)

Its score stays close to the best score here (8.4 vs 8.4), while costing about 6.3x less than Grok 4.6 (medium).

Detailed comparison

Metric GPT-6 Sol GPT-6 Sol low Release: 2026-09-23 Grok 4.6 Grok 4.6 medium Release: 2026-08-12
Score 8.4 8.4
Rank #68 #62
Reliability 10.0 10.0
Consistency 8.5 8.6
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 86.4% 81.8%
Flaky tests 4 4
Total Runs 66 66
Cost per result 1.604 10.703
Total Cost $0.273 $1.713
Input Price $2.000 / 1M $2.000 / 1M
Output Price $10.000 / 1M $6.000 / 1M
Total Input Tokens 77,882 106,787
Output Tokens 4,047 4,811
Reasoning Tokens 7,630 244,997
Response Time (avg) 6.92s 73.46s
Response Time (max) 17.91s 514.35s
Response Time (total) 152.17s 1616.12s
Parameters ~2T total (~150B active) ~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.

#68 GPT-6 Sol

low
Cost
$0.018
Time
17.4s
Tokens
1,850 tok

#62 SpaceXAI: Grok 4.6

medium
Cost
$0.028
Time
72.1s
Tokens
4,771 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
GPT-6 Sol 6.2 4.8 66.7% 2 8.74s 7,302 405 1,296
Grok 4.6 8.2 7.2 88.9% 1 120.05s 9,579 351 64,226

Quick Compare

Switch Comparison Pair

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