REBeam 1.0 501B A23B Open vs 
Seed 1.6 Flash Paid
Beam 1.0 501B A23B vs Seed 1.6 Flash compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.
Seed 1.6 Flash — full profile ›
Prices & specs refreshed from live data · olud.ai
Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.
$1 /M outputNo per-token fees if you self-host
$0.3 /M outputManaged API (no infra to run)
Beam 1.0 501B A23B vs Seed 1.6 Flash specs
| Spec | Beam 1.0 501B A23B | Seed 1.6 Flash | Winner |
|---|---|---|---|
| Maker | Reflection | ByteDance Seed | – |
| Type | Open-weight | Proprietary | REBeam 1.0 501B A23B |
| Context window | 1M tokens | 262K tokens | REBeam 1.0 501B A23B |
| Input price | $0.25/M · free self-host | $0.08/M | |
| Output price | $1/M · free self-host | $0.3/M | |
| Vision / multimodal | No | Yes | |
| Tool / function calling | Yes | Yes | = Tie |
| Self-hostable | Yes | No (API only) | REBeam 1.0 501B A23B |
| License | Open weights | Proprietary | REBeam 1.0 501B A23B |
Price gap & when to choose each
Seed 1.6 Flash is ~3.3× cheaper than Beam 1.0 501B A23B on output tokens ($0.3 vs $1 per M tokens).
- You want to self-host or run on your cloud
- You need the longer 1M context window
- You prioritize data privacy & control
- You are building open or reproducible AI
- You want frontier performance through a managed API
- You want the lower output price
- You value reliability & ecosystem
- You don't want to manage infrastructure
Feature comparison
| Capability | Beam 1.0 501B A23B | Seed 1.6 Flash |
|---|---|---|
| Open weights (downloadable) | ✓ | ✗ |
| Self-hostable | ✓ | ✗ |
| Runs fully offline | ✓ | ✗ |
| Vision / multimodal | ✗ | ✓ |
| Tool / function calling | ✓ | ✓ |
| 1M+ context window | ✓ | ✗ |
Benchmarks: Beam 1.0 501B A23B vs Seed 1.6 Flash
Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).
Benchmark data by Artificial Analysis.
How Beam 1.0 501B A23B and Seed 1.6 Flash score
| Criterion | Beam 1.0 501B A23B | Seed 1.6 Flash |
|---|---|---|
| Cost-efficiency | 4.5 | 5.0 |
| Context window | 5.0 | 4.0 |
| Openness | 5.0 | 1.5 |
| Self-hosting | 5.0 | 1.0 |
| Multimodality | 3.5 | 5.0 |
Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.
What each model is
Beam 1.0 501B A23B Open
Beam 1.0 is Reflection's open-weight reasoning model for coding and long-horizon agentic workflows. It uses a sparse mixture-of-experts architecture with 501B total and 23B active parameters per token, and a...
Seed 1.6 Flash Paid
Seed 1.6 Flash is an ultra-fast multimodal deep thinking model by ByteDance Seed, supporting both text and visual understanding. It features a 256k context window and can generate outputs of...
Frequently asked questions
Is Beam 1.0 501B A23B as good as Seed 1.6 Flash?
Beam 1.0 501B A23B is open-weight and competitive on many tasks, but Seed 1.6 Flash may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.
Can I run Beam 1.0 501B A23B locally?
Yes. Beam 1.0 501B A23B has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Seed 1.6 Flash is API-only and cannot be self-hosted.
Beam 1.0 501B A23B vs Seed 1.6 Flash — which should I pick in 2026?
Choose Beam 1.0 501B A23B if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Seed 1.6 Flash if you want frontier capability through a managed API with zero infrastructure to run.
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