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Beam 1.0 vs Qwen3.8 Flash

Beam 1.0 and Qwen3.8 Flash are closely matched at 44.6 and 48.1 on the LLM Stats Score. Qwen3.8 Flash is 2.6x cheaper per token.

Reflection AI · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Beam 1.0 and Qwen3.8 Flash are closely matched on the overall LLM Stats Score at 44.6 and 48.1.

In the 6 individual benchmarks reported for both models, Qwen3.8 Flash wins 4; this is a narrower head-to-head signal than the composite indexes.

On price, Qwen3.8 Flash is roughly 2.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Beam 1.0 also accepts a larger context window (1,048,576 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 Beam 1.0

  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Oct 2026
  • you need open weights you can self-host or fine-tune

Choose Qwen3.8 Flash

  • you value its reported benchmark strengths — it wins 4 of 6 exact shared results
  • cost matters — it's about 2.6x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
44.6
#46
48.1
#32
45.5
#37
48.4
#21
33.7
#39
33.1
#43
28.8
#53
32.8
#36
Cost, coverage & limits
Benchmark wins
2 of 6
4 of 6
Input price
$0.40 / M
$0.15 / M
Output price
$1.20 / M
$0.47 / M
Context window
1,048,576
1,000,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
Beam 1.0
Qwen3.8 Flash
35.1#45
32.6#63
15.9#105
33.9#19
26.4#32
29.9#12
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

22 reported for Beam 1.0 · 22 for Qwen3.8 Flash

6 shared

Beam 1.0 outperforms in 2 benchmarks (Humanity's Last Exam, SWE-Bench Pro), while Qwen3.8 Flash is better at 4 benchmarks (DeepSWE 1.1, GPQA, IFBench, SWE-bench Multilingual).

Qwen3.8 Flash shows notably better performance in the majority of benchmarks.

Fri Oct 23 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Qwen3.8 Flash costs less

For input processing, Beam 1.0 ($0.40/1M tokens) is 2.7x more expensive than Qwen3.8 Flash ($0.15/1M tokens).

For output processing, Beam 1.0 ($1.20/1M tokens) is 2.6x more expensive than Qwen3.8 Flash ($0.47/1M tokens).

In conclusion, Beam 1.0 is more expensive than Qwen3.8 Flash.*

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

Lowest available price from all providers
Fri Oct 23 2026 • llm-stats.com
Reflection AI
Beam 1.0
Input tokens$0.40
Output tokens$1.20
Best providerTogether
Alibaba Cloud / Qwen Team
Qwen3.8 Flash
Input tokens$0.15
Output tokens$0.47
Best providerNovita
Notice missing or incorrect data?

Model Size

Parameter count comparison

376.3B diff

Beam 1.0 has 376.3B more parameters than Qwen3.8 Flash, making it 301.0% larger.

Reflection AI
Beam 1.0
501.3Bparameters
Alibaba Cloud / Qwen Team
Qwen3.8 Flash
125.0Bparameters
501.3B
Beam 1.0
125.0B
Qwen3.8 Flash

Context Window

Maximum input and output token capacity

Beam 1.0 accepts 1,048,576 input tokens compared to Qwen3.8 Flash's 1,000,000 tokens. Both models can generate responses up to 131,072 tokens.

Reflection AI
Beam 1.0
Input1,048,576 tokens
Output131,072 tokens
Alibaba Cloud / Qwen Team
Qwen3.8 Flash
Input1,000,000 tokens
Output131,072 tokens
Fri Oct 23 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Qwen3.8 Flash supports multimodal inputs, whereas Beam 1.0 does not.

Qwen3.8 Flash can handle both text and other forms of data like images, making it suitable for multimodal applications.

Beam 1.0

Text
Images
Audio
Video

Qwen3.8 Flash

Text
Images
Audio
Video

License

Usage and distribution terms

Beam 1.0 is licensed under Apache 2.0, while Qwen3.8 Flash uses a proprietary license.

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

Beam 1.0

Apache 2.0

Open weights

Qwen3.8 Flash

Proprietary

Closed source

Release Timeline

When each model was launched

Beam 1.0 was released on 2026-10-16, while Qwen3.8 Flash was released on 2026-08-26.

Beam 1.0 is 2 months newer than Qwen3.8 Flash.

Beam 1.0

Oct 16, 2026

3 days ago

1mo newer
Qwen3.8 Flash

Aug 26, 2026

1 months ago

Knowledge Cutoff

When training data ends

Beam 1.0 has a documented knowledge cutoff of 2026-06-30, while Qwen3.8 Flash's cutoff date is not specified.

We can confirm Beam 1.0's training data extends to 2026-06-30, but cannot make a direct comparison without Qwen3.8 Flash's cutoff date.

Beam 1.0

Jun 2026

Qwen3.8 Flash

—

Provider Availability

Beam 1.0 is available from Together, Reflection AI. Qwen3.8 Flash is available from Novita.

Beam 1.0

together logo
Together
Input Price:Input: $0.40/1MOutput Price:Output: $1.20/1M
reflection logo
Unknown Organization

Qwen3.8 Flash

novita logo
Novita
Input Price:Input: $0.15/1MOutput Price:Output: $0.47/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Beam 1.0 and Qwen3.8 Flash side-by-side, then vote on the output you prefer.

Beam 1.0
✓ Preferred
Qwen3.8 Flash
Open in Playground

FAQ

Common questions about Beam 1.0 vs Qwen3.8 Flash.

Which is better, Beam 1.0 or Qwen3.8 Flash?

Beam 1.0 and Qwen3.8 Flash are closely matched on the LLM Stats Score at 44.6 and 48.1. Beam 1.0 is made by Reflection AI and Qwen3.8 Flash is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Beam 1.0 compare to Qwen3.8 Flash in benchmarks?

Beam 1.0 scores AIME 2026: 97.7%, GPQA: 90.6%, LiveCodeBench: 88.3%, SWE-Bench Verified: 81.6%, MCP Atlas: 80.8%. Qwen3.8 Flash scores MathVision: 95.7%, LiveCodeBench v6: 91.9%, GPQA: 91.7%, CharXiv-R: 90.6%, RealWorldQA: 88.5%.

Is Beam 1.0 cheaper than Qwen3.8 Flash?

Qwen3.8 Flash is 2.7x cheaper for input tokens. Beam 1.0 costs $0.40/M input and $1.20/M output via together. Qwen3.8 Flash costs $0.15/M input and $0.47/M output via novita.

What are the context window sizes for Beam 1.0 and Qwen3.8 Flash?

Beam 1.0 supports 1.0M tokens and Qwen3.8 Flash supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Beam 1.0 and Qwen3.8 Flash?

Key differences include LLM Stats Score (44.6 vs 48.1), context window (1.0M vs 1.0M), input pricing ($0.40 vs $0.15/M), multimodal support (no vs yes), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Beam 1.0 and Qwen3.8 Flash?

Beam 1.0 is developed by Reflection AI and Qwen3.8 Flash is developed by Alibaba Cloud / Qwen Team.