AI model comparison

Beam 1.0 501B A23B vs Kimi K3

Side by side comparison of Beam 1.0 501B A23B and Kimi K3 on pricing, benchmark scores, context window, and more.

Beam 1.0 is Reflection's open-weight reasoning model for coding and long-horizon agentic workflows.

Input / 1M
$0.25
Output / 1M
$1
Context
1.05M

Kimi K3 is a 2.8T parameter open-weight multimodal reasoning model from Moonshot AI.

Input / 1M
$0.28
Output / 1M
$9.60
Context
1.05M

Comparing image generators? Compare image models

At a glance

Quick verdict

How the two models stack up on the things people ask about most.

Lower price

reflection logo

Beam 1.0 501B A23B

5.4x cheaper for a typical chat

Higher intelligence score

reflection logo

Beam 1.0 501B A23B

17.7 vs 17.4 on Artificial Analysis

Larger context window

Tie

1.05M vs 1.05M tokens

Newer release

reflection logo

Beam 1.0 501B A23B

Released October 16, 2026

Benchmarks

Benchmark scores

Independent scores from Artificial Analysis. Higher is better.

Intelligence index

reflection logoBeam 1.0 501B A23B17.7
moonshotai logoKimi K317.4

Coding index

reflection logoBeam 1.0 501B A23BNot available
moonshotai logoKimi K372

Agentic index

reflection logoBeam 1.0 501B A23BNot available
moonshotai logoKimi K329.3

Pricing

Beam 1.0 501B A23B vs Kimi K3 API pricing

Per-token API rates. Cheaper option highlighted.

Metricreflection logoBeam 1.0 501B A23Bmoonshotai logoKimi K3
Input tokensPer 1M tokens$0.25$0.28
Output tokensPer 1M tokens$1$9.60
Cached input (read)Per 1M tokens$0.05$0.13
Cache writePer 1M tokensNot availableNot available

What it costs in practice

Estimated cost per 1,000 requests at standard rates. Coding and long-document figures also show the cost when the input is already cached.

Chat message

2K in, 500 out

reflection logoBeam 1.0 501B A23B$1
moonshotai logoKimi K3$5.35

Coding task

30K in, 4K out

reflection logoBeam 1.0 501B A23B$11.50$5.50 cached
moonshotai logoKimi K3$46.68$42.30 cached

Long document summary

150K in, 2K out

reflection logoBeam 1.0 501B A23B$39.50$9.50 cached
moonshotai logoKimi K3$60.60$38.70 cached

Specs

Context window and capabilities

How much each model can read, how much it can write, and what it accepts as input.

Metricreflection logoBeam 1.0 501B A23Bmoonshotai logoKimi K3
Context window1.05M tokens1.05M tokens
Max output131K tokens944K tokens
Input typesTextImage, Text, Video
Output typesTextText
Reasoning effort levelsMax, Extra high, High, Medium, LowMax, High, Low, None
Default reasoning effortMaxMax
Release dateOctober 16, 2026July 16, 2026

Features

Supported features

API features available for each model.

Metricreflection logoBeam 1.0 501B A23Bmoonshotai logoKimi K3
Tool callingSupportedSupported
Structured outputsSupportedSupported
JSON modeSupportedSupported
ReasoningSupportedSupported
TemperatureSupportedSupported
Stop sequencesSupportedSupported
Deterministic seedSupportedSupported
Verbosity controlNot supportedNot supported

Our take

Beam 1.0 501B A23B is 5.4x cheaper for a typical chat. Beam 1.0 501B A23B scores higher on the Artificial Analysis Intelligence Index (17.7 vs 17.4). The right pick depends on your workload, so the quickest way to settle it is to send the same prompt to both and compare.

FAQ

Frequently asked questions

Is Beam 1.0 501B A23B or Kimi K3 cheaper?

Beam 1.0 501B A23B is cheaper for a typical chat (2K input tokens and 500 output tokens). Beam 1.0 501B A23B costs $0.25 per 1M input tokens and $1 per 1M output tokens, while Kimi K3 costs $0.28 per 1M input tokens and $9.60 per 1M output tokens.

Which has a bigger context window, Beam 1.0 501B A23B or Kimi K3?

Beam 1.0 501B A23B supports up to 1.05M tokens of context, compared with 1.05M for Kimi K3.

Is Beam 1.0 501B A23B smarter than Kimi K3?

On the Artificial Analysis Intelligence Index, Beam 1.0 501B A23B scores 17.7 and Kimi K3 scores 17.4, putting Beam 1.0 501B A23B ahead. Benchmarks don't capture everything, so the best test is running your own prompts through both.

Can I use Beam 1.0 501B A23B and Kimi K3 at the same time?

Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see Beam 1.0 501B A23B and Kimi K3 answer side by side and keep the better response.

reflection logomoonshotai logo

Why choose? Ask both.

Send one prompt to Beam 1.0 501B A23B and Kimi K3 at the same time. Compare the answers side by side and keep the best one.