Compare/Grok Code Fast 1 vs o3

Grok Code Fast 1vso3

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

SpaceXAI

Grok Code Fast 1

Input
$0/M
Output
$0/M
Speed
TTFT
OpenAI

o3

Input
$2/M
Output
$8/M
Speed
125 tok/s
TTFT
6.65s

Winner by Category

Cheaper
Grok Code Fast 1
Faster (tok/s)
o3
Lower Latency
Grok Code Fast 1
Benchmarks (0-11)
o3

Pricing Comparison

MetricGrok Code Fast 1o3
Input ($/M tokens)$0$2
Output ($/M tokens)$0$8
Cost for 1M input + 100K output tokens:
Grok Code Fast 1$0.00
o3$2.80

Speed Comparison

Output Speed (tokens/s) — higher is better
Grok Code Fast 1
o3
125 tok/s
Time to First Token (seconds) — lower is better
Grok Code Fast 1
o3
6.65s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
21.630.4
Coding Index
Math Index
43.388.3
GPQA Diamond
72.7%82.7%
MMLU-Pro
79.3%85.3%
LiveCodeBench
65.7%80.8%
AIME 2025
43.3%88.3%
MATH-500
99.2%
Humanity's Last Exam
7.5%20.0%
SciCode
36.2%41.0%
IFBench
41.4%71.4%
TerminalBench
17.4%37.1%
Grok Code Fast 10 wins
11 winso3

Frequently Asked Questions

Which is cheaper, Grok Code Fast 1 or o3?

Grok Code Fast 1 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $3.50/M for o3.

Which model performs better on benchmarks?

o3 wins 11 out of 12 benchmarks compared to 0 for Grok Code Fast 1. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

o3 generates tokens faster at 125 tok/s vs 0 tok/s. Grok Code Fast 1 also has lower time-to-first-token (0.00s vs 6.65s).

When should I use Grok Code Fast 1 vs o3?

Choose based on your priorities: Grok Code Fast 1 for lower cost, o3 for stronger benchmark performance, and o3 for faster generation. For latency-sensitive apps, check the TTFT comparison above.