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GPT-5.1 Instant vs Jamba 1.5 Large

GPT-5.1 Instant leads the LLM Stats Score 36.5 to 0.9. GPT-5.1 Instant is 1.0x cheaper per token.

OpenAI · AI21 Labs · Updated for 2026

Which is better?

GPT-5.1 Instant leads the overall LLM Stats Score 36.5 to 0.9, ranking #76 overall.

In the 1 individual benchmarks reported for both models, GPT-5.1 Instant wins 1; this is a narrower head-to-head signal than the composite indexes.

GPT-5.1 Instant also accepts a larger context window (400,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose GPT-5.1 Instant

  • overall performance matters — it scores 36.5 and ranks #76 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you process long inputs — it offers a 400,000 token context window
  • you want the most recent training data — it shipped Nov 2025

Choose Jamba 1.5 Large

  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
36.5
#76
0.9
#322
36.2
#76
1.0
#314
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$1.25 / M
$2.00 / M
Output price
$10.00 / M
$8.00 / M
Context window
400,000
256,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
GPT-5.1 Instant
Jamba 1.5 Large
29.9#79
4.4#282
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

9 reported for GPT-5.1 Instant · 8 for Jamba 1.5 Large

1 shared

GPT-5.1 Instant outperforms in 1 benchmarks (GPQA), while Jamba 1.5 Large is better at 0 benchmarks.

GPT-5.1 Instant significantly outperforms across most benchmarks.

Mon Sep 21 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

GPT-5.1 Instant costs less

For input processing, GPT-5.1 Instant ($1.25/1M tokens) is 1.6x cheaper than Jamba 1.5 Large ($2.00/1M tokens).

For output processing, GPT-5.1 Instant ($10.00/1M tokens) is 1.3x more expensive than Jamba 1.5 Large ($8.00/1M tokens).

In conclusion, Jamba 1.5 Large is more expensive than GPT-5.1 Instant.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Mon Sep 21 2026 • llm-stats.com
OpenAI
GPT-5.1 Instant
Input tokens$1.25
Output tokens$10.00
Best providerOpenAI
AI21 Labs
Jamba 1.5 Large
Input tokens$2.00
Output tokens$8.00
Best providerAWS Bedrock
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-5.1 Instant accepts 400,000 input tokens compared to Jamba 1.5 Large's 256,000 tokens. Jamba 1.5 Large can generate longer responses up to 256,000 tokens, while GPT-5.1 Instant is limited to 128,000 tokens.

OpenAI
GPT-5.1 Instant
Input400,000 tokens
Output128,000 tokens
AI21 Labs
Jamba 1.5 Large
Input256,000 tokens
Output256,000 tokens
Mon Sep 21 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-5.1 Instant supports multimodal inputs, whereas Jamba 1.5 Large does not.

GPT-5.1 Instant can handle both text and other forms of data like images, making it suitable for multimodal applications.

GPT-5.1 Instant

Text
Images
Audio
Video

Jamba 1.5 Large

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5.1 Instant is licensed under a proprietary license, while Jamba 1.5 Large uses Jamba Open Model License.

License differences may affect how you can use these models in commercial or open-source projects.

GPT-5.1 Instant

Proprietary

Closed source

Jamba 1.5 Large

Jamba Open Model License

Open weights

Release Timeline

When each model was launched

GPT-5.1 Instant was released on 2025-11-12, while Jamba 1.5 Large was released on 2024-08-22.

GPT-5.1 Instant is 15 months newer than Jamba 1.5 Large.

GPT-5.1 Instant

Nov 12, 2025

10 months ago

1.2yr newer
Jamba 1.5 Large

Aug 22, 2024

2.1 years ago

Knowledge Cutoff

When training data ends

Jamba 1.5 Large has a documented knowledge cutoff of 2024-03-05, while GPT-5.1 Instant's cutoff date is not specified.

We can confirm Jamba 1.5 Large's training data extends to 2024-03-05, but cannot make a direct comparison without GPT-5.1 Instant's cutoff date.

GPT-5.1 Instant

Jamba 1.5 Large

Mar 2024

Provider Availability

GPT-5.1 Instant is available from OpenAI. Jamba 1.5 Large is available from Bedrock, Google.

GPT-5.1 Instant

openai logo
OpenAI
Input Price:Input: $1.25/1MOutput Price:Output: $10.00/1M

Jamba 1.5 Large

bedrock logo
AWS Bedrock
Input Price:Input: $2.00/1MOutput Price:Output: $8.00/1M
google logo
Google
Input Price:Input: $2.00/1MOutput Price:Output: $8.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against GPT-5.1 Instant and Jamba 1.5 Large side-by-side, then vote on the output you prefer.

GPT-5.1 Instant
✓ Preferred
Jamba 1.5 Large
Open in Playground

FAQ

Common questions about GPT-5.1 Instant vs Jamba 1.5 Large.

Which is better, GPT-5.1 Instant or Jamba 1.5 Large?

GPT-5.1 Instant leads the LLM Stats Score 36.5 to 0.9. GPT-5.1 Instant is made by OpenAI and Jamba 1.5 Large is made by AI21 Labs. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-5.1 Instant compare to Jamba 1.5 Large in benchmarks?

GPT-5.1 Instant scores Tau2 Telecom: 95.6%, AIME 2025: 94.0%, BrowseComp Long Context 128k: 90.0%, GPQA: 88.1%, MMMU: 85.4%. Jamba 1.5 Large scores ARC-C: 93.0%, GSM8k: 87.0%, MMLU: 81.2%, Arena Hard: 65.4%, TruthfulQA: 58.3%.

Is GPT-5.1 Instant cheaper than Jamba 1.5 Large?

GPT-5.1 Instant is 1.6x cheaper for input tokens. GPT-5.1 Instant costs $1.25/M input and $10.00/M output via openai. Jamba 1.5 Large costs $2.00/M input and $8.00/M output via bedrock.

What are the context window sizes for GPT-5.1 Instant and Jamba 1.5 Large?

GPT-5.1 Instant supports 400K tokens and Jamba 1.5 Large supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-5.1 Instant and Jamba 1.5 Large?

Key differences include LLM Stats Score (36.5 vs 0.9), context window (400K vs 256K), input pricing ($1.25 vs $2.00/M), multimodal support (yes vs no), licensing (Proprietary vs Jamba Open Model License). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.1 Instant and Jamba 1.5 Large?

GPT-5.1 Instant is developed by OpenAI and Jamba 1.5 Large is developed by AI21 Labs.