Bytedance Seed vs Reflection

Bytedance Seed lists 6 models and Reflection 1. Bytedance Seed is cheaper on a typical model ($0.69 per 1M tokens median). Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.

At a glance

Bytedance SeedReflection
Models listed61
Models with published pricing61
Typical price (median, 3:1 blend per 1M)$0.69$1.50
Cheapest paid modelByteDance Seed: Seed 1.6 Flash ($0.13)Reflection: Beam 1.0 501B A23B ($1.50)
Longest contextByteDance Seed: Seed 1.6 (262K)Reflection: Beam 1.0 501B A23B (1.0M)
Free models00
Newest modelByteDance Seed: Seed 2.1 Turbo (2026-08-12)Reflection: Beam 1.0 501B A23B (2026-10-16)
Price changes in the last 90 days00

What each costs for real workloads

For each workload: the cheapest model from each provider that can actually do it (fits the context window; tool calling required for the agent), and its monthly cost at list price.

Workload (per month)Bytedance SeedReflection
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$11.63 with ByteDance Seed: Seed 1.6 Flash$135 with Reflection: Beam 1.0 501B A23B
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$12.00 with ByteDance Seed: Seed 1.6 Flash$150 with Reflection: Beam 1.0 501B A23B
Coding / tool-using agent
2,000 tasks — each a multi-step task with tool calls and file context
$12.60 with ByteDance Seed: Seed 1.6 Flash$156 with Reflection: Beam 1.0 501B A23B
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
$7.80 with ByteDance Seed: Seed 1.6 Flash$98.00 with Reflection: Beam 1.0 501B A23B
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
$4.05 with ByteDance Seed: Seed 1.6 Flash$53.00 with Reflection: Beam 1.0 501B A23B

Cheapest model for each capability

You needBytedance SeedReflection
Any modelByteDance Seed: Seed 1.6 Flash ($0.13)Reflection: Beam 1.0 501B A23B ($1.50)
With tool callingByteDance Seed: Seed 1.6 Flash ($0.13)Reflection: Beam 1.0 501B A23B ($1.50)
With image inputByteDance Seed: Seed 1.6 Flash ($0.13)none listed
With reasoning modeByteDance Seed: Seed 1.6 Flash ($0.13)Reflection: Beam 1.0 501B A23B ($1.50)
128K+ contextByteDance Seed: Seed 1.6 Flash ($0.13)Reflection: Beam 1.0 501B A23B ($1.50)
1M+ contextnone listedReflection: Beam 1.0 501B A23B ($1.50)

Line-up by type and price tier

Model typeBytedance SeedReflection
text+image+video->text60
text->text01
Price per 1M (3:1 blend)Bytedance SeedReflection
Free00
Under $0.5020
$0.50 – $341
$3 – $1000
$10 and up00

Frequently asked questions

How does Bytedance Seed cost compare with Reflection cost?

Bytedance Seed is cheaper on a typical model: a median of $0.69 per 1M tokens (3:1 input/output) against $1.50 for Reflection. The cheapest paid models are ByteDance Seed: Seed 1.6 Flash at $0.13 and Reflection: Beam 1.0 501B A23B at $1.50.

Is Bytedance Seed better than Reflection?

It depends on the job: Bytedance Seed offers the broader line-up (6 models vs 1), Bytedance Seed the lower typical price, Reflection the longest context (1.0M tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.

Which has more models, Bytedance Seed or Reflection?

Bytedance Seed: Bytedance Seed lists 6 models and Reflection lists 1.

Which provider has the longest context window?

Reflection: Bytedance Seed's longest is ByteDance Seed: Seed 1.6 at 262K tokens; Reflection's is Reflection: Beam 1.0 501B A23B at 1.0M.

Do Bytedance Seed or Reflection offer free models?

Neither lists a free model; both are pay-per-token.

Which provider has models that can read images?

Bytedance Seed: 6 of 6 models accept images. Reflection: 0 of 1.

Browse more providers

Advertisement