Compare/Nova Lite vs Llama 2 Chat 7B

Nova LitevsLlama 2 Chat 7B

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

Amazon

Nova Lite

Input
$0.06/M
Output
$0.24/M
Speed
190 tok/s
TTFT
0.39s
Meta

Llama 2 Chat 7B

Input
$0.05/M
Output
$0.25/M
Speed
120 tok/s
TTFT
1.12s

Winner by Category

Cheaper
Llama 2 Chat 7B
Faster (tok/s)
Nova Lite
Lower Latency
Nova Lite
Benchmarks (11-1)
Nova Lite

Pricing Comparison

MetricNova LiteLlama 2 Chat 7B
Input ($/M tokens)$0.06$0.05
Output ($/M tokens)$0.24$0.25
Cost for 1M input + 100K output tokens:
Nova Lite$0.08
Llama 2 Chat 7B$0.08

Speed Comparison

Output Speed (tokens/s) — higher is better
Nova Lite
190 tok/s
Llama 2 Chat 7B
120 tok/s
Time to First Token (seconds) — lower is better
Nova Lite
0.39s
Llama 2 Chat 7B
1.12s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
12.79.7
Coding Index
5.1
Math Index
7.0
GPQA Diamond
43.3%22.7%
MMLU-Pro
59.0%16.4%
LiveCodeBench
16.7%0.2%
AIME 2025
7.0%
MATH-500
76.5%5.9%
Humanity's Last Exam
4.6%5.8%
SciCode
13.9%0.0%
IFBench
34.1%
TerminalBench
0.8%
Nova Lite11 wins
1 winsLlama 2 Chat 7B

Frequently Asked Questions

Which is cheaper, Nova Lite or Llama 2 Chat 7B?

Llama 2 Chat 7B is cheaper overall. Its blended price (3:1 input/output ratio) is $0.10/M tokens vs $0.10/M for Nova Lite.

Which model performs better on benchmarks?

Nova Lite wins 11 out of 12 benchmarks compared to 1 for Llama 2 Chat 7B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Nova Lite generates tokens faster at 190 tok/s vs 120 tok/s. Nova Lite also has lower time-to-first-token (0.39s vs 1.12s).

When should I use Nova Lite vs Llama 2 Chat 7B?

Choose based on your priorities: Llama 2 Chat 7B for lower cost, Nova Lite for stronger benchmark performance, and Nova Lite for faster generation. For latency-sensitive apps, check the TTFT comparison above.