Jamba 1.5 Large vs Arctic Instruct: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Jamba 1.5 Large vs Arctic Instruct Showdown

After a comprehensive analysis, Arctic Instruct emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Jamba 1.5 Large remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Jamba 1.5 Large vs Arctic Instruct comparison will break down every critical metric to help you make the best decision.

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Model Snapshot

Key decision metrics at a glance.

Jamba 1.5 Large

Other

Reasoning: 6
Coding: 6
Multimodal: 1
Long Context: 1
Blended Price / 1M tokens: $0.004
P95 Latency: 1000ms
Tokens per second: —

Arctic Instruct

Other

Reasoning: 6
Coding: 6
Multimodal: 1
Long Context: 1
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: —

Overall Capabilities

The capability radar provides a holistic view of the Jamba 1.5 Large vs Arctic Instruct matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Jamba 1.5 Large vs Arctic Instruct analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Jamba 1.5 Large` vs `Arctic Instruct`.

Benchmark Breakdown

For a granular look, this chart directly compares scores across standardized benchmarks. In the critical MMLU Pro test, a key part of the Jamba 1.5 Large vs Arctic Instruct debate, Jamba 1.5 Large scores 60 against Arctic Instruct's 60. This data-driven approach is essential for any serious Jamba 1.5 Large vs Arctic Instruct comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the Jamba 1.5 Large vs Arctic Instruct decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Jamba 1.5 Large300ms

Arctic Instruct300ms

Tokens per Second

Jamba 1.5 Large29

Arctic Instruct34

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The Economics of Jamba 1.5 Large vs Arctic Instruct

Power is only one part of the equation. This Jamba 1.5 Large vs Arctic Instruct pricing analysis gives you a true sense of value.

Pricing Breakdown

Compare input and output pricing at a glance.

Real-World Cost Scenario

To process 1M input tokens and generate 250k output tokens, Jamba 1.5 Large would cost $0.004, whereas Arctic Instruct would cost $0.018. This practical calculation is vital for any developer considering the Jamba 1.5 Large vs Arctic Instruct choice.

Review the complete pricing and packaging strategy