AI21: Jamba Large 1.7

AI21: Jamba Large 1.7

ai21 · Released Aug 8, 2025 Efficient
Intelligence #263 / 561
32.6 Our Score
Speed #188 / 260
59.9 tokens / sec
Input #469 / 561
$2.00 per 1M tokens
Output #472 / 561
$8.00 per 1M tokens
Context #158 / 561
256,000 tokens

Analysis Summary

AI21: Jamba Large 1.7 sits in the Efficient tier on our leaderboard, ranked #263 of 561 published models on overall intelligence. At $2.00 input and $8.00 output per 1M tokens, it is among the most expensive on the market. It offers a generous context window for extended reasoning and code review and supports tool use and function calling.

Editorial notes

Jamba Large 1.7 from AI21 brings a 256K context window and tool use, but benchmark scores are weak across reasoning, coding, and agentic tasks, and pricing at $2/$8 per million tokens is hard to justify.

Assessed May 14, 2026

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence2.4Technical1.5Value6.5Content3
Intelligence 2.4/10
Technical 1.5/10
Content 3/10
Value 6.5/10

Jamba Large 1.7 is the latest model in the Jamba open family, offering improvements in grounding, instruction-following, and overall efficiency. Built on a hybrid SSM-Transformer architecture with a 256K context..

Capabilities

Tool Use Function Calling

Performance Indices

Source: Artificial Analysis

10.9 Intelligence Index
7.8 Coding Index
7.9 Agentic Index
2.3 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 39% Graduate-level scientific reasoning
HLE 3.8% Humanity's Last Exam
MMLU Pro 57.7% Multi-task language understanding
MATH 500 60% Mathematical problem-solving
AIME 5.7% Competition mathematics
AIME 2025 2.3% Competition mathematics (2025)
SciCode 18.8% Scientific computing

Technical

LiveCodeBench 18.1% Live coding evaluation
TerminalBench Hard 2.3% Agentic terminal tasks
τ²-Bench 13.5% Conversational agent benchmark

Content

IFBench 35.2% Instruction following
LCR 17.3% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does AI21: Jamba Large 1.7 stack up?

Compare side-by-side with other efficient models.

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Model Information

OpenRouter ID ai21/jamba-large-1.7
Providerai21
Release Date August 8, 2025
Context Length256,000 tokens
Max Completion4,096 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $2.00 $0.002000
Output $8.00 $0.008000

Live Performance

Live endpoint metrics — refreshed every 30 minutes.

100%
Avg Uptime
700ms
Best Latency (TTFT)
29 tok/s
Best Throughput
1/1
Active Endpoints
Available via: AI21

Leaderboard Categories