GPT-5.2 (medium) vs Grok 4.5 (low)

Compared models

Rank: #66
Total Output Tokens: 80,538
Response Time (avg): 31.29s
Total Cost: $1.558

Rank: #132
Total Output Tokens: 121,415
Response Time (avg): 18.14s
Total Cost: $1.345

Recommended model GPT-5.2 (medium)

It has the strongest score in this comparison (8.7) and the best overall balance of cost and response time across 2 models.

Detailed comparison

Metric	GPT-5.2 GPT-5.2 medium Release: 2025-12-11	Grok 4.5 Grok 4.5 low Release: 2026-07-08

Metric	GPT-5.2 GPT-5.2 medium Release: 2025-12-11	Grok 4.5 Grok 4.5 low Release: 2026-07-08
Score	8.7	7.8
Rank	#66	#132
Reliability	10.0	10.0
Consistency	8.5	9.3
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	73.9%	73.9%
Flaky tests	4	2
Total Runs	69	69
Cost per result	10.261	8.404
Total Cost	$1.558	$1.345
Input Price	$1.750 / 1M	$2.000 / 1M
Output Price	$14.000 / 1M	$6.000 / 1M
Cache Read Price	$0.175 / 1M	$0.300 / 1M
Cache Write Price	N/A	N/A
Total Input Tokens	235,207	308,068
Output Tokens	11,065	9,218
Reasoning Tokens	69,473	112,197
Response Time (avg)	31.29s	18.14s
Response Time (max)	116.86s	205.28s
Response Time (total)	531.98s	417.21s
Parameters	~1.2T total (~80B active)	~1.7T total (~170B active)
Availability	Closed	Closed

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

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

#66 GPT-5.2

medium

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

#132 SpaceXAI: Grok 4.5

low

Cost: $0.011
Time: 12.4s
Tokens: 2,018 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:

Agentic	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		75.85s	130,194	1,151	8,135
Grok 4.5	5.0	10.0	0.0%	0		61.53s	182,463	1,713	4,213

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 4.5	10.0	10.0	100.0%	0		2.75s	2,991	261	3,000

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 4.5	10.0	10.0	100.0%	0		13.72s	9,579	303	15,641

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 4.5	6.5	10.0	50.0%	0		12.75s	82,028	6,031	3,583

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 4.5	10.0	10.0	100.0%	0		3.44s	8,937	225	2,549

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		97.33s	482	42	26,812
Grok 4.5	2.9	7.2	11.1%	1		77.09s	2,523	14	71,813

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 4.5	6.1	3.1	66.7%	1		4.88s	1,077	98	1,253

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 4.5	9.8	10.0	100.0%	0		2.80s	1,857	57	1,878

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 4.5	10.0	10.0	100.0%	0		3.20s	2,430	217	2,590

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 4.5	10.0	10.0	100.0%	0		5.83s	13,394	284	871

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 4.5	3.0	10.0	0.0%	0		13.98s	789	15	4,806

Switch Comparison Pair

GPT-5.2mediumvsQwen3.8 27BhighFree Available DeepSeek V4 Flash 0731mediumvsGrok 4.5low Qwen3.7 PlusnonevsGrok 4.5low Step 3.7 FlashmediumvsGrok 4.5low Grok 4.5lowvsGLM 5.3high DeepSeek V4.1 FlashmaxvsGPT-5.2medium Muse Spark 1.2lowvsGPT-5.2medium Muse WonderhighvsGrok 4.5low GPT-6 LunahighvsGrok 4.5low Muse Glimmer 30BhighvsGrok 4.5low Nemotron 3.5 Super VLmediumFree AvailablevsGrok 4.5low DeepSeek V4.1 FlashhighvsGPT-5.2medium