Reka Edge vs Reka Flash 3 vs Seed 2.0 Mini
Seed 2.0 Mini comes out ahead, 78 to 64 and 50 on our weighted score, and it is the cheaper option too.
Reka AIReka Edge
64/100- ECI—
- Price$0.102 / $0.102
- Context16K
- Reka AI
Reka Flash 3
50/100- ECI—
- Price$0.10 / $0.20
- Context66K
- Our pick
ByteDance SeedSeed 2.0 Mini
78/100- ECI—
- Price$0.03 / $0.297
- Context256K
Seed 2.0 Mini is our pick
Seed 2.0 Mini is the better all-round choice, scoring 78/100 against Reka Edge (64) and Reka Flash 3 (50). It leads on inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceSeed 2.0 MiniSeed 2.0 Mini $0.097 · Reka Edge $0.102 · Reka Flash 3 $0.125 per 1M tokens (3:1 blend)
- Longest contextSeed 2.0 MiniSeed 2.0 Mini 256,000 · Reka Flash 3 65,536 · Reka Edge 16,384 tokens
- Widest inputsReka Edge and Seed 2.0 MiniReka Edge: Text, Images, Video · Reka Flash 3: Text · Seed 2.0 Mini: Text, Images, Video
- Self-hostingReka Edge and Reka Flash 3Publishes downloadable weights
| Measure | Weight | Reka Edge | Reka Flash 3 | Seed 2.0 Mini |
|---|---|---|---|---|
| Price | 50% | 93 | 89 | 94 |
| Inputs & features | 30% | 60 | 10 | 80 |
| Context window | 20% | 0 | 12 | 36 |
| Overall | 100% | 64/100 | 50/100 | 78/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Reka EdgeReka AI | Reka Flash 3Reka AI | Seed 2.0 MiniByteDance Seed |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | — | — | — |
| ECI rank | — | — | — |
| Price per million tokens | |||
| Input | $0.102 | $0.10 | $0.03 (best) |
| Output | $0.102 (best) | $0.20 | $0.297 |
| Cached input | — | — | $0.0059 |
| Blended (3:1) | $0.102 | $0.125 | $0.097 (best) |
| Long-context rate | Same rate | Same rate | Over 32K: $0.059 / $0.594 |
| Price source | Median of 4 providers | Median of 3 providers | Official Volcengine Ark API |
| Limits | |||
| Context window | 16,384 tokens | 65,536 tokens | 256,000 tokens (best) |
| Max output | 14,745 tokens | 58,982 tokens (best) | 32,000 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | No | Yes |
| PDFs | No | No | No |
| Audio | No | No | No |
| Video | Yes | No | Yes |
| Reasoning | No | Yes | Yesminimal · low · medium · high · xhigh · max |
| Tool calling | Yes | No | Yes |
| Structured output | No | No | Yes |
| Availability | |||
| Weights | Open | Open | Proprietary |
| API model ID | — | — | doubao-seed-2-0-mini-260428 |
| API providers | 4 | 3 | 14 (best) |
| Released | Mar 11, 2026 | Mar 10, 2025 | Feb 14, 2026 |
| Knowledge cutoff | — | Jan 31, 2025 | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Reka Edge$1.23
- Reka Flash 3$1.40
- Seed 2.0 Mini$0.891
Which should you choose?
Which is better: Reka Edge, Reka Flash 3 or Seed 2.0 Mini?
Seed 2.0 Mini is the better all-round choice, scoring 78/100 against Reka Edge (64) and Reka Flash 3 (50). It leads on inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Reka Edge, Reka Flash 3 or Seed 2.0 Mini?
Seed 2.0 Mini is cheaper at $0.03 input / $0.297 output per million tokens (official Volcengine Ark API price). Reka Edge costs $0.102 input / $0.102 output per million tokens (median across 4 API providers); Reka Flash 3 costs $0.10 input / $0.20 output per million tokens (median across 3 API providers). At a typical mix of three input tokens to one output token, that is $0.097 per million tokens for Seed 2.0 Mini versus $0.102 for Reka Edge (1.1× as much) and $0.125 for Reka Flash 3 (1.3× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers all three models yet. Reka Edge has not been scored yet, Reka Flash 3 has not been scored yet and Seed 2.0 Mini has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Reka Edge, Reka Flash 3 and Seed 2.0 Mini yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Note that Reka Flash 3 does not support tool calling, which most coding agents need.
Which has the bigger context window?
Seed 2.0 Mini has the largest context window at 256,000 tokens, against 65,536 for Reka Flash 3 and 16,384 for Reka Edge. Maximum output per response: Reka Edge up to 14,745, Reka Flash 3 up to 58,982, Seed 2.0 Mini up to 32,000 tokens.
Which can read images, PDFs, audio or video?
Reka Edge accepts text, images and video; Reka Flash 3 accepts text; Seed 2.0 Mini accepts text, images and video. Reka Edge handles the widest range of inputs.
Are any of these open source?
Reka Edge and Reka Flash 3 publishes its weights and can be self-hosted; Seed 2.0 Mini is proprietary.
Which is newer?
Reka Edge is the newest, released Mar 11, 2026. Seed 2.0 Mini came out Feb 14, 2026; Reka Flash 3 came out Mar 10, 2025. Knowledge cutoff: Reka Flash 3 Jan 31, 2025.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Nov 2, 2026.
