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Inkling (high) vs Grok 4.7 (low)

Inkling (high) leads on average score with 8.0 vs 7.9. Inkling (high) has the lower benchmark cost at $1.046 vs $1.320. Grok 4.7 (low) is faster at 59.02s vs 62.57s, with pass rates of 77.3% vs 77.3%.

Last updated at: 2026-09-21

Compared models

Rank
#74
Total Output Tokens
236,627
Response Time (avg)
62.57s
Total Cost
$1.046
Rank
#81
Total Output Tokens
231,848
Response Time (avg)
59.02s
Total Cost
$1.320
Recommended model Inkling (high)

It has the strongest score in this comparison (8.0) and the best overall balance of cost and response time across all 2 models.

Detailed comparison

Metric Inkling Inkling high Release: 2026-07-18 Grok 4.7 Grok 4.7 low Release: 2026-09-21
Score 8.0 7.9
Rank #74 #81
Reliability 10.0 10.0
Consistency 8.9 8.3
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 77.3% 77.3%
Flaky tests 3 5
Total Runs 66 66
Cost per result 6.968 9.422
Total Cost $1.046 $1.320
Input Price $1.000 / 1M $1.600 / 1M
Output Price $4.050 / 1M $4.800 / 1M
Total Input Tokens 86,755 128,832
Output Tokens 6,057 6,840
Reasoning Tokens 230,570 225,008
Response Time (avg) 62.57s 59.02s
Response Time (max) 327.51s 389.63s
Response Time (total) 1376.46s 1298.42s
Parameters 975B total (41B active) ~1.7T total (~170B active)
Availability Open source Closed

Model generation showcase

Hamster playing table tennis

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

#74 Thinking Machines: Inkling

high
Cost
$0.005
Time
32.2s
Tokens
1,275 tok

#81 SpaceXAI: Grok 4.7

low
Cost
$0.007
Time
15.2s
Tokens
1,537 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
Inkling 8.5 10.0 66.7% 0 148.36s 7,374 430 78,982
Grok 4.7 8.4 7.4 88.9% 1 189.08s 9,579 346 99,053

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