Compare/Grok 4 Fast (Non-reasoning) vs Seed-OSS-36B-Instruct

Grok 4 Fast (Non-reasoning)vsSeed-OSS-36B-Instruct

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

xAI

Grok 4 Fast (Non-reasoning)

Input
$0.2/M
Output
$0.5/M
Speed
123 tok/s
TTFT
0.30s
ByteDance Seed

Seed-OSS-36B-Instruct

Input
$0.21/M
Output
$0.57/M
Speed
40 tok/s
TTFT
1.60s

Winner by Category

Cheaper
Grok 4 Fast (Non-reasoning)
Faster (tok/s)
Grok 4 Fast (Non-reasoning)
Lower Latency
Grok 4 Fast (Non-reasoning)
Benchmarks (2-9)
Seed-OSS-36B-Instruct

Pricing Comparison

MetricGrok 4 Fast (Non-reasoning)Seed-OSS-36B-Instruct
Input ($/M tokens)$0.2$0.21
Output ($/M tokens)$0.5$0.57
Cost for 1M input + 100K output tokens:
Grok 4 Fast (Non-reasoning)$0.25
Seed-OSS-36B-Instruct$0.27

Speed Comparison

Output Speed (tokens/s) — higher is better
Grok 4 Fast (Non-reasoning)
123 tok/s
Seed-OSS-36B-Instruct
40 tok/s
Time to First Token (seconds) — lower is better
Grok 4 Fast (Non-reasoning)
0.30s
Seed-OSS-36B-Instruct
1.60s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
23.125.2
Coding Index
19.016.7
Math Index
41.384.7
GPQA Diamond
60.6%72.6%
MMLU-Pro
73.0%81.5%
LiveCodeBench
40.1%76.5%
AIME 2025
41.3%84.7%
MATH-500
Humanity's Last Exam
5.0%9.1%
SciCode
32.9%36.5%
IFBench
37.7%41.9%
TerminalBench
12.1%6.8%
Grok 4 Fast (Non-reasoning)2 wins
9 winsSeed-OSS-36B-Instruct

Frequently Asked Questions

Which is cheaper, Grok 4 Fast (Non-reasoning) or Seed-OSS-36B-Instruct?

Grok 4 Fast (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.28/M tokens vs $0.30/M for Seed-OSS-36B-Instruct.

Which model performs better on benchmarks?

Seed-OSS-36B-Instruct wins 9 out of 12 benchmarks compared to 2 for Grok 4 Fast (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Grok 4 Fast (Non-reasoning) generates tokens faster at 123 tok/s vs 40 tok/s. Grok 4 Fast (Non-reasoning) also has lower time-to-first-token (0.30s vs 1.60s).

When should I use Grok 4 Fast (Non-reasoning) vs Seed-OSS-36B-Instruct?

Choose based on your priorities: Grok 4 Fast (Non-reasoning) for lower cost, Seed-OSS-36B-Instruct for stronger benchmark performance, and Grok 4 Fast (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.