Model Comparison

OLMo 2 7B
vs. 30B (high)

Comparing 2 AI models · 10 benchmarks · Allen Institute for AI, Sarvam

Recommended Pick

Sarvam logo30B (high)9 metric wins

Strongest on: Throughput, Reasoning, Intelligence

Lowest Price

Allen Institute for AI logo

OLMo 2 7B

$0.00/1M input price

Best Reasoning

Sarvam logo

30B (high)

25.6 reasoning score

Blends available reasoning benchmarks

Composite Indices

Higher is better; speed and price are normalized

Standard Benchmarks

Only benchmarks with data are shown

Differences That Matter

Price gap

OLMo 2 7B is ∞x cheaper on input tokens than 30B (high).

Reasoning gap

30B (high) leads OLMo 2 7B by 17.7 points on reasoning.

Top-pick rationale

30B (high) wins 9 measurable categories, including Throughput, Reasoning, Intelligence, GPQA.

Live compare

Response Face-Off

Run one prompt through the selected models and compare response quality with live speed and cost context.

Allen Institute for AI logo

OLMo 2 7B

Allen Institute for AI

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
Sarvam logo

30B (high)

Sarvam

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

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Full Comparison

Metric
Allen Institute for AI logoOLMo 2 7B
Allen Institute for AI
Top Pick
Sarvam logo30B (high)
Sarvam
Pricing per 1M tokens
Input Cost$0.00/1M$0.03/1M
Output Cost$0.00/1M$0.11/1M
Blended (3:1)$0.05/1M
Specifications
OrganizationAllen Institute for AISarvam
Release DateNov 26, 2024Mar 6, 2026
Performance & Speed
Throughput221.1 tok/s
TTFT1134ms
Latency10180ms
Composite Indices
Value Score100.0
Reasoning Score7.925.6
Intelligence3.96.6
Math0.7
Standard Benchmarks
GPQA28.8%63.3%
MMLU Pro28.2%
HLE5.5%7.0%
LiveCodeBench4.1%
AIME 20250.7%
SciCode3.7%19.2%
LCR0.0%0.0%
IFBench24.4%26.5%
TAU-bench v20.0%34.5%
TerminalBench Hard0.0%2.3%

Key Takeaways

OLMo 2 7B offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.

30B (high) has the strongest reasoning profile with a 25.6 reasoning score,combining the available reasoning-heavy benchmarks.

All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

Allen Institute for AI logo

OLMo 2 7B

  • Cost-sensitive applications
  • High-volume processing
Sarvam logo

30B (high)

  • Complex reasoning tasks
  • Research & analysis