Compare/Llama 3.1 Instruct 8B vs Sarvam 30B (high)

Llama 3.1 Instruct 8BvsSarvam 30B (high)

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

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Llama 3.1 Instruct 8B

Input
$0.075/M
Output
$0.095/M
Speed
154 tok/s
TTFT
0.55s
Sarvam

Sarvam 30B (high)

Input
$0.026/M
Output
$0.11/M
Speed
232 tok/s
TTFT
1.16s

Winner by Category

Cheaper
Sarvam 30B (high)
Faster (tok/s)
Sarvam 30B (high)
Lower Latency
Llama 3.1 Instruct 8B
Benchmarks (8-4)
Llama 3.1 Instruct 8B

Pricing Comparison

MetricLlama 3.1 Instruct 8BSarvam 30B (high)
Input ($/M tokens)$0.075$0.026
Output ($/M tokens)$0.095$0.11
Cost for 1M input + 100K output tokens:
Llama 3.1 Instruct 8B$0.08
Sarvam 30B (high)$0.04

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3.1 Instruct 8B
154 tok/s
Sarvam 30B (high)
232 tok/s
Time to First Token (seconds) — lower is better
Llama 3.1 Instruct 8B
0.55s
Sarvam 30B (high)
1.16s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
7.66.6
Coding Index
5.4
Math Index
4.3
GPQA Diamond
25.9%63.3%
MMLU-Pro
47.6%
LiveCodeBench
11.6%
AIME 2025
4.3%
MATH-500
51.9%
Humanity's Last Exam
5.1%7.0%
SciCode
13.2%19.2%
IFBench
28.6%26.5%
TerminalBench
0.8%2.3%
Llama 3.1 Instruct 8B8 wins
4 winsSarvam 30B (high)

Frequently Asked Questions

Which is cheaper, Llama 3.1 Instruct 8B or Sarvam 30B (high)?

Sarvam 30B (high) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.05/M tokens vs $0.08/M for Llama 3.1 Instruct 8B.

Which model performs better on benchmarks?

Llama 3.1 Instruct 8B wins 8 out of 12 benchmarks compared to 4 for Sarvam 30B (high). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Sarvam 30B (high) generates tokens faster at 232 tok/s vs 154 tok/s. Llama 3.1 Instruct 8B also has lower time-to-first-token (0.55s vs 1.16s).

When should I use Llama 3.1 Instruct 8B vs Sarvam 30B (high)?

Choose based on your priorities: Sarvam 30B (high) for lower cost, Llama 3.1 Instruct 8B for stronger benchmark performance, and Sarvam 30B (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.