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Grok 4.6 vs Jamba 1.5 Large

Comparing Grok 4.6 and Jamba 1.5 Large across benchmarks, pricing, and capabilities.

xAI · AI21 Labs · Updated for 2026

Which is better?

Grok 4.6 and Jamba 1.5 Large trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

On price, Grok 4.6 is roughly 1.2x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Grok 4.6 also accepts a larger context window (500,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current benchmark, pricing, and model metadata for 2026.

Choose Grok 4.6

  • cost matters — it's about 1.2x cheaper per token
  • you process long inputs — it offers a 500,000 token context window
  • you want the most recent training data — it shipped Aug 2026

Choose Jamba 1.5 Large

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

At a glance

The differences that matter most.

Benchmark wins
Input price
$2.00 / M
$2.00 / M
Output price
$6.00 / M
$8.00 / M
Context window
500,000
256,000
Released
Aug 2026
Aug 2024
License
Proprietary
Jamba Open Model License

Performance Benchmarks

Comparative analysis across standard metrics

No common benchmarks found

Grok 4.6 and Jamba 1.5 Largedon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Arena Performance

Playground indexes and blind preference scores

Pricing Analysis

Price comparison per million tokens

Grok 4.6 costs less

For input processing, Grok 4.6 ($2.00/1M tokens) costs the same as Jamba 1.5 Large ($2.00/1M tokens).

For output processing, Grok 4.6 ($6.00/1M tokens) is 1.3x cheaper than Jamba 1.5 Large ($8.00/1M tokens).

In conclusion, Jamba 1.5 Large is more expensive than Grok 4.6.*

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

Lowest available price from all providers
Mon Aug 24 2026 • llm-stats.com
xAI
Grok 4.6
Input tokens$2.00
Output tokens$6.00
Best providerxAI
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

Grok 4.6 accepts 500,000 input tokens compared to Jamba 1.5 Large's 256,000 tokens. Only Jamba 1.5 Large specifies output context (256,000 tokens).

xAI
Grok 4.6
Input500,000 tokens
Output- tokens
AI21 Labs
Jamba 1.5 Large
Input256,000 tokens
Output256,000 tokens
Mon Aug 24 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Grok 4.6 supports multimodal inputs, whereas Jamba 1.5 Large does not.

Grok 4.6 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Grok 4.6

Text
Images
Audio
Video

Jamba 1.5 Large

Text
Images
Audio
Video

License

Usage and distribution terms

Grok 4.6 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.

Grok 4.6

Proprietary

Closed source

Jamba 1.5 Large

Jamba Open Model License

Open weights

Release Timeline

When each model was launched

Grok 4.6 was released on 2026-08-12, while Jamba 1.5 Large was released on 2024-08-22.

Grok 4.6 is 24 months newer than Jamba 1.5 Large.

Grok 4.6

Aug 12, 2026

1 weeks ago

2.0yr newer
Jamba 1.5 Large

Aug 22, 2024

2.0 years ago

Knowledge Cutoff

When training data ends

Grok 4.6 has a knowledge cutoff of 2026-02-01, while Jamba 1.5 Large has a cutoff of 2024-03-05.

Grok 4.6 has more recent training data (up to 2026-02-01), making it potentially better informed about events through that date compared to Jamba 1.5 Large (2024-03-05).

Grok 4.6

Feb 2026

1.9 yr newer
Jamba 1.5 Large

Mar 2024

Provider Availability

Grok 4.6 is available from xAI. Jamba 1.5 Large is available from Bedrock, Google.

Grok 4.6

xai logo
xAI
Input Price:Input: $2.00/1MOutput Price:Output: $6.00/1M

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 Grok 4.6 and Jamba 1.5 Large side-by-side, then vote on the output you prefer.

Grok 4.6
✓ Preferred
Jamba 1.5 Large
Open in Playground

FAQ

Common questions about Grok 4.6 vs Jamba 1.5 Large.

Which is better, Grok 4.6 or Jamba 1.5 Large?

Grok 4.6 (xAI) and Jamba 1.5 Large (AI21 Labs) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Grok 4.6 compare to Jamba 1.5 Large in benchmarks?

Grok 4.6 scores CursorBench v3.2: 69.9%, DeepSWE 1.1: 65.9%, FrontierCode: 61.3%, AA-Index: 61.0%, GDPval-AA: 58.4%. Jamba 1.5 Large scores ARC-C: 93.0%, GSM8k: 87.0%, MMLU: 81.2%, Arena Hard: 65.4%, TruthfulQA: 58.3%.

Is Grok 4.6 cheaper than Jamba 1.5 Large?

Both models cost $2.00 per million input tokens.

What are the context window sizes for Grok 4.6 and Jamba 1.5 Large?

Grok 4.6 supports 500K 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 Grok 4.6 and Jamba 1.5 Large?

Key differences include context window (500K vs 256K), multimodal support (yes vs no), licensing (Proprietary vs Jamba Open Model License). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok 4.6 and Jamba 1.5 Large?

Grok 4.6 is developed by xAI and Jamba 1.5 Large is developed by AI21 Labs.