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GPT-5 Medium vs Jamba 1.5 Large

GPT-5 Medium leads the LLM Stats Score 30.1 to 1.1. GPT-5 Medium is 1.0x cheaper per token.

OpenAI · AI21 Labs · Updated for 2026

Which is better?

GPT-5 Medium leads the overall LLM Stats Score 30.1 to 1.1, ranking #114 overall.

In the 1 individual benchmarks reported for both models, GPT-5 Medium wins 1; this is a narrower head-to-head signal than the composite indexes.

GPT-5 Medium 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 Medium

  • overall performance matters — it scores 30.1 and ranks #114 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 Aug 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
30.1
#114
1.1
#310
28.9
#117
1.1
#300
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

Individual benchmarks

2 reported for GPT-5 Medium · 8 for Jamba 1.5 Large

1 shared

GPT-5 Medium outperforms in 1 benchmarks (GPQA), while Jamba 1.5 Large is better at 0 benchmarks.

GPT-5 Medium significantly outperforms across most benchmarks.

Fri Sep 04 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

GPT-5 Medium costs less

For input processing, GPT-5 Medium ($1.25/1M tokens) is 1.6x cheaper than Jamba 1.5 Large ($2.00/1M tokens).

For output processing, GPT-5 Medium ($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 Medium.*

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

Lowest available price from all providers
Fri Sep 04 2026 • llm-stats.com
OpenAI
GPT-5 Medium
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 Medium 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 Medium is limited to 128,000 tokens.

OpenAI
GPT-5 Medium
Input400,000 tokens
Output128,000 tokens
AI21 Labs
Jamba 1.5 Large
Input256,000 tokens
Output256,000 tokens
Fri Sep 04 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-5 Medium supports multimodal inputs, whereas Jamba 1.5 Large does not.

GPT-5 Medium can handle both text and other forms of data like images, making it suitable for multimodal applications.

GPT-5 Medium

Text
Images
Audio
Video

Jamba 1.5 Large

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5 Medium 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 Medium

Proprietary

Closed source

Jamba 1.5 Large

Jamba Open Model License

Open weights

Release Timeline

When each model was launched

GPT-5 Medium was released on 2025-08-07, while Jamba 1.5 Large was released on 2024-08-22.

GPT-5 Medium is 12 months newer than Jamba 1.5 Large.

GPT-5 Medium

Aug 7, 2025

1.1 years ago

11mo newer
Jamba 1.5 Large

Aug 22, 2024

2.0 years ago

Knowledge Cutoff

When training data ends

GPT-5 Medium has a knowledge cutoff of 2024-09-30, while Jamba 1.5 Large has a cutoff of 2024-03-05.

GPT-5 Medium has more recent training data (up to 2024-09-30), making it potentially better informed about events through that date compared to Jamba 1.5 Large (2024-03-05).

GPT-5 Medium

Sep 2024

6 mo newer
Jamba 1.5 Large

Mar 2024

Provider Availability

GPT-5 Medium is available from OpenAI. Jamba 1.5 Large is available from Bedrock, Google.

GPT-5 Medium

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 Medium and Jamba 1.5 Large side-by-side, then vote on the output you prefer.

GPT-5 Medium
✓ Preferred
Jamba 1.5 Large
Open in Playground

FAQ

Common questions about GPT-5 Medium vs Jamba 1.5 Large.

Which is better, GPT-5 Medium or Jamba 1.5 Large?

GPT-5 Medium leads the LLM Stats Score 30.1 to 1.1. GPT-5 Medium 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 Medium compare to Jamba 1.5 Large in benchmarks?

GPT-5 Medium scores AIME 2025: 88.9%, GPQA: 88.1%. 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 Medium cheaper than Jamba 1.5 Large?

GPT-5 Medium is 1.6x cheaper for input tokens. GPT-5 Medium 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 Medium and Jamba 1.5 Large?

GPT-5 Medium 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 Medium and Jamba 1.5 Large?

Key differences include LLM Stats Score (30.1 vs 1.1), 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 Medium and Jamba 1.5 Large?

GPT-5 Medium is developed by OpenAI and Jamba 1.5 Large is developed by AI21 Labs.