Compare/Jamba Reasoning 3B vs GPT-5.4 nano (xhigh)

Jamba Reasoning 3BvsGPT-5.4 nano (xhigh)

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

AI21 Labs

Jamba Reasoning 3B

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

GPT-5.4 nano (xhigh)

Input
$0.2/M
Output
$1.25/M
Speed
206 tok/s
TTFT
2.52s

Winner by Category

Cheaper
Jamba Reasoning 3B
Faster (tok/s)
GPT-5.4 nano (xhigh)
Lower Latency
Jamba Reasoning 3B
Benchmarks (4-7)
GPT-5.4 nano (xhigh)

Pricing Comparison

MetricJamba Reasoning 3BGPT-5.4 nano (xhigh)
Input ($/M tokens)$0$0.2
Output ($/M tokens)$0$1.25
Cost for 1M input + 100K output tokens:
Jamba Reasoning 3B$0.00
GPT-5.4 nano (xhigh)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
Jamba Reasoning 3B
GPT-5.4 nano (xhigh)
206 tok/s
Time to First Token (seconds) — lower is better
Jamba Reasoning 3B
GPT-5.4 nano (xhigh)
2.52s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
9.644.4
Coding Index
2.543.9
Math Index
10.7
GPQA Diamond
33.3%81.7%
MMLU-Pro
57.7%
LiveCodeBench
21.0%
AIME 2025
10.7%
MATH-500
Humanity's Last Exam
4.6%26.5%
SciCode
5.9%46.9%
IFBench
52.4%75.9%
TerminalBench
0.8%42.4%
Jamba Reasoning 3B4 wins
7 winsGPT-5.4 nano (xhigh)

Frequently Asked Questions

Which is cheaper, Jamba Reasoning 3B or GPT-5.4 nano (xhigh)?

Jamba Reasoning 3B is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $0.46/M for GPT-5.4 nano (xhigh).

Which model performs better on benchmarks?

GPT-5.4 nano (xhigh) wins 7 out of 12 benchmarks compared to 4 for Jamba Reasoning 3B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 nano (xhigh) generates tokens faster at 206 tok/s vs 0 tok/s. Jamba Reasoning 3B also has lower time-to-first-token (0.00s vs 2.52s).

When should I use Jamba Reasoning 3B vs GPT-5.4 nano (xhigh)?

Choose based on your priorities: Jamba Reasoning 3B for lower cost, GPT-5.4 nano (xhigh) for stronger benchmark performance, and GPT-5.4 nano (xhigh) for faster generation. For latency-sensitive apps, check the TTFT comparison above.