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Beam 1.0 vs Mercury 3

Beam 1.0 leads the LLM Stats Score 44.6 to 36.1. Mercury 3 is 3.7x cheaper per token.

Reflection AI · Inception · Updated for 2026

Which is better?

Beam 1.0 leads the overall LLM Stats Score 44.6 to 36.1, ranking #46 overall.

In the 5 individual benchmarks reported for both models, Beam 1.0 wins 5; this is a narrower head-to-head signal than the composite indexes.

On price, Mercury 3 is roughly 3.7x 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

  • overall performance matters — it scores 44.6 and ranks #46 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 5 of 5 exact shared results
  • you process long inputs — it offers a 1,048,576 token context window
  • you need open weights you can self-host or fine-tune

Choose Mercury 3

  • cost matters — it's about 3.7x cheaper per token
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Core performance indexes
44.6
#46
36.1
#98
45.5
#37
34.8
#103
33.7
#39
21.5
#105
28.8
#53
19.4
#84
Cost, coverage & limits
Benchmark wins
5 of 5
0 of 5
Input price
$0.40 / M
$0.10 / M
Output price
$1.20 / M
$0.35 / M
Context window
1,048,576
1,000,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Beam 1.0
Mercury 3
29.5#5
23.0#18
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

22 reported for Beam 1.0 · 12 for Mercury 3

5 shared

Beam 1.0 outperforms in 5 benchmarks (AA-LCR, DeepSearchQA, GPQA, IFBench, Tau3 Banking), while Mercury 3 is better at 0 benchmarks.

Beam 1.0 significantly outperforms across most benchmarks.

Wed Oct 21 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Mercury 3 costs less

For input processing, Beam 1.0 ($0.40/1M tokens) is 4.0x more expensive than Mercury 3 ($0.10/1M tokens).

For output processing, Beam 1.0 ($1.20/1M tokens) is 3.4x more expensive than Mercury 3 ($0.35/1M tokens).

In conclusion, Beam 1.0 is more expensive than Mercury 3.*

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

Lowest available price from all providers
Wed Oct 21 2026 • llm-stats.com
Reflection AI
Beam 1.0
Input tokens$0.40
Output tokens$1.20
Best providerTogether
Inception
Mercury 3
Input tokens$0.10
Output tokens$0.35
Best providerInception
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Beam 1.0 accepts 1,048,576 input tokens compared to Mercury 3'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
Inception
Mercury 3
Input1,000,000 tokens
Output131,072 tokens
Wed Oct 21 2026 • llm-stats.com

License

Usage and distribution terms

Beam 1.0 is licensed under Apache 2.0, while Mercury 3 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

Mercury 3

Proprietary

Closed source

Release Timeline

When each model was launched

Beam 1.0 was released on 2026-10-16, while Mercury 3 was released on 2026-10-19.

Mercury 3 is 0 month newer than Beam 1.0.

Beam 1.0

Oct 16, 2026

4 days ago

Mercury 3

Oct 19, 2026

1 days ago

3d newer

Knowledge Cutoff

When training data ends

Beam 1.0 has a documented knowledge cutoff of 2026-06-30, while Mercury 3'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 Mercury 3's cutoff date.

Beam 1.0

Jun 2026

Mercury 3

—

Provider Availability

Beam 1.0 is available from Together, Reflection AI. Mercury 3 is available from Inception.

Beam 1.0

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

Mercury 3

inception logo
Inception
Input Price:Input: $0.10/1MOutput Price:Output: $0.35/1M
* 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 Mercury 3 side-by-side, then vote on the output you prefer.

Beam 1.0
✓ Preferred
Mercury 3
Open in Playground

FAQ

Common questions about Beam 1.0 vs Mercury 3.

Which is better, Beam 1.0 or Mercury 3?

Beam 1.0 leads the LLM Stats Score 44.6 to 36.1. Beam 1.0 is made by Reflection AI and Mercury 3 is made by Inception. 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 Mercury 3 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%. Mercury 3 scores GPQA: 89.2%, AA-LCR: 77.7%, IFBench: 76.8%, MRCR v2: 75.5%, DeepSearchQA: 71.3%.

Is Beam 1.0 cheaper than Mercury 3?

Mercury 3 is 4.0x cheaper for input tokens. Beam 1.0 costs $0.40/M input and $1.20/M output via together. Mercury 3 costs $0.10/M input and $0.35/M output via inception.

What are the context window sizes for Beam 1.0 and Mercury 3?

Beam 1.0 supports 1.0M tokens and Mercury 3 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 Mercury 3?

Key differences include LLM Stats Score (44.6 vs 36.1), context window (1.0M vs 1.0M), input pricing ($0.40 vs $0.10/M), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Beam 1.0 and Mercury 3?

Beam 1.0 is developed by Reflection AI and Mercury 3 is developed by Inception.