GPT-5.2 (medium) vs Grok 4.6 (medium)

Rank: #36
Total Output Tokens: 54,782
Response Time (avg): 22.62s
Total Cost: $0.951

Rank: #40
Total Output Tokens: 240,338
Response Time (avg): 71.86s
Total Cost: $1.656

Recommended model GPT-5.2 (medium)

It has the best score here (8.4), while costing about 1.7x less than Grok 4.6 (medium).

Detailed comparison

Metric	GPT-5.2 GPT-5.2 medium Release: 2025-12-11	Grok 4.6 Grok 4.6 medium Release: 2026-08-12

Metric	GPT-5.2 GPT-5.2 medium Release: 2025-12-11	Grok 4.6 Grok 4.6 medium Release: 2026-08-12
Score	8.4	8.3
Rank	#36	#40
Reliability	10.0	10.0
Consistency	8.5	8.2
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	72.7%	80.3%
Flaky tests	4	5
Total Runs	66	66
Cost per result	6.791	11.038
Total Cost	$0.951	$1.656
Input Price	$1.750 / 1M	$2.000 / 1M
Output Price	$14.000 / 1M	$6.000 / 1M
Total Input Tokens	105,004	106,778
Output Tokens	9,914	4,811
Reasoning Tokens	44,868	235,527
Response Time (avg)	22.62s	71.86s
Response Time (max)	102.93s	514.35s
Response Time (total)	339.28s	1580.96s
Parameters	~1.2T total (~80B 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.

#36 GPT-5.2

medium

Cost: $0.047
Time: 49.2s
Tokens: 3,396 tok

#40 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

Category:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.2	6.5	8.0	58.3%	1		7.81s	606	567	2,002
Grok 4.6	10.0	10.0	100.0%	0		10.84s	2,991	78	6,335

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.2	10.0	10.0	100.0%	0		22.73s	7,302	511	11,912
Grok 4.6	8.2	7.2	88.9%	1		120.05s	9,579	351	64,226

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.2	10.0	10.0	100.0%	0		58.50s	82,056	7,304	14,693
Grok 4.6	10.0	10.0	100.0%	0		62.66s	68,060	3,687	21,366

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.2	10.0	10.0	100.0%	0		3.15s	7,140	234	420
Grok 4.6	10.0	10.0	100.0%	0		11.46s	8,937	225	4,400

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.2	5.9	7.2	55.6%	1		77.80s	473	42	10,342
Grok 4.6	3.5	4.4	33.3%	2		292.61s	2,514	15	118,232

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.2	3.7	9.7	0.0%	0		4.32s	477	162	269
Grok 4.6	4.1	2.7	33.3%	1		17.27s	1,077	47	2,052

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.2	9.9	10.0	100.0%	0		3.12s	660	94	614
Grok 4.6	9.8	10.0	100.0%	0		12.75s	1,857	57	4,500

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.2	7.5	7.3	77.8%	1		5.80s	642	735	924
Grok 4.6	8.7	7.7	88.9%	1		16.30s	2,430	123	5,799

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.2	4.7	1.6	66.7%	1		10.30s	5,453	239	469
Grok 4.6	10.0	10.0	100.0%	0		12.83s	8,544	216	1,068

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.2	3.0	10.0	0.0%	0		28.18s	195	26	3,223
Grok 4.6	3.0	10.0	0.0%	0		46.88s	789	12	7,549

Quick Compare

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