Model Comparison

North Mini Code
vs. 105B (high)

Comparing 2 AI models · 7 benchmarks · Cohere, Sarvam

Recommended Pick

Cohere logo North Mini Code 13 metric wins

Strongest on: Input price, Output price, Throughput

Lowest Price

Cohere logo

North Mini Code

$0.00/1M input price

Best Reasoning

Cohere logo

North Mini Code

37.7 reasoning score

Blends available reasoning benchmarks

Best for Coding

Cohere logo

North Mini Code

33.4 coding index

Composite Indices

Higher is better; speed and price are normalized

Standard Benchmarks

Only benchmarks with data are shown

Differences That Matter

Price gap

North Mini Code is ∞x cheaper on input tokens than 105B (high).

Speed gap

North Mini Code generates about 2.1x as many tokens per second as 105B (high).

Reasoning gap

North Mini Code leads 105B (high) by 3.7 points on reasoning.

Coding gap

North Mini Code leads 105B (high) by 23.6 points on coding.

Top-pick rationale

North Mini Code wins 13 measurable categories, including Input price, Output price, Throughput, TTFT.

Live compare

Response Face-Off

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

Cohere logo

North Mini Code

Cohere

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
Sarvam logo

105B (high)

Sarvam

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

AI Chat

Chat with 80+ models

Inference API

EU-hosted inference

Full Comparison

Metric
Top Pick
Cohere logo North Mini Code
Cohere
Sarvam logo 105B (high)
Sarvam
Pricing per 1M tokens
Input Cost $0.00/1M$0.04/1M
Output Cost $0.00/1M$0.17/1M
Blended (3:1) $0.07/1M
Specifications
Organization CohereSarvam
Release Date Jun 9, 2026Mar 6, 2026
Performance & Speed
Throughput 184.4 tok/s89.0 tok/s
TTFT 182ms1222ms
Latency 11027ms23683ms
Composite Indices
Value Score 100.0
Reasoning Score 37.734.0
Intelligence 27.618.2
Coding 33.49.8
Standard Benchmarks
GPQA 75.7%73.8%
HLE 9.9%10.1%
SciCode 38.2%26.4%
LCR 32.3%0.0%
IFBench 57.6%34.4%
TAU-bench v2 37.4%46.8%
TerminalBench Hard 31.1%1.5%

Key Takeaways

North Mini Code offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.

North Mini Code has the strongest reasoning profile with a 37.7 reasoning score, combining the available reasoning-heavy benchmarks.

North Mini Code reaches a 33.4 coding index, making it the top choice for software development and code generation tasks.

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

When to Choose Each Model

Cohere logo

North Mini Code

  • Cost-sensitive applications
  • High-volume processing
  • Complex reasoning tasks
  • Research & analysis
  • Code generation
  • Software development
Sarvam logo

105B (high)

  • General-purpose AI
  • Versatile applications