Inkling (high) vs Grok 4.7 (medium)

Compared models

Recommended model Inkling (high)

It has the best score here (8.0), while costing about 2.2x less than Grok 4.7 (medium).

Metric	Inkling Inkling high Release: 2026-07-18	Grok 4.7 Grok 4.7 medium Release: 2026-09-21

Metric	Inkling Inkling high Release: 2026-07-18	Grok 4.7 Grok 4.7 medium Release: 2026-09-21
Score	8.0	8.1
Rank	#74	#73
Reliability	10.0	9.9
Consistency	8.9	8.3
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	77.3%	81.8%
Flaky tests	3	5
Total Runs	66	66
Cost per result	6.968	15.023
Total Cost	$1.046	$2.254
Input Price	$1.000 / 1M	$1.600 / 1M
Output Price	$4.050 / 1M	$4.800 / 1M
Total Input Tokens	86,755	107,193
Output Tokens	6,057	4,661
Reasoning Tokens	230,570	429,072
Response Time (avg)	62.57s	106.09s
Response Time (max)	327.51s	660.89s
Response Time (total)	1376.46s	2333.94s
Parameters	975B total (41B active)	~1.7T total (~170B active)
Availability	Open source	Closed

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

high

medium

Category:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Inkling	10.0	10.0	100.0%	0		12.68s	702	455	7,204
Grok 4.7	10.0	10.0	100.0%	0		16.01s	2,991	54	7,224

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	6.6	4.6	77.8%	2		312.17s	10,266	349	172,347

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Inkling	7.3	5.8	83.3%	1		63.78s	61,296	3,854	19,895
Grok 4.7	10.0	10.0	100.0%	0		96.50s	67,788	3,524	38,447

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Inkling	10.0	10.0	100.0%	0		8.19s	7,068	216	2,349
Grok 4.7	10.0	10.0	100.0%	0		5.16s	8,937	225	2,344

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Inkling	7.7	10.0	66.7%	0		174.68s	692	61	86,556
Grok 4.7	5.3	7.2	44.4%	1		300.37s	2,523	15	169,756

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Inkling	10.0	10.0	100.0%	0		6.53s	501	182	1,151
Grok 4.7	5.4	2.5	66.7%	1		32.39s	1,077	76	5,830

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Inkling	9.8	10.0	100.0%	0		7.00s	708	93	2,098
Grok 4.7	8.4	6.9	83.3%	1		6.68s	1,857	57	2,742

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Inkling	6.9	4.9	77.8%	2		10.69s	714	429	4,623
Grok 4.7	10.0	10.0	100.0%	0		18.46s	2,430	135	9,678

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Inkling	3.0	10.0	0.0%	0		6.52s	7,481	307	601
Grok 4.7	10.0	10.0	100.0%	0		4.79s	8,535	206	406

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Inkling	3.0	10.0	0.0%	0		153.57s	219	30	27,111
Grok 4.7	3.0	10.0	0.0%	0		123.05s	789	20	20,298

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