Seed 2.0 Mini vs DiffusionGemma 26B A4B IT vs Reka Edge
Seed 2.0 Mini comes out ahead, 78 to 75 and 64 on our weighted score, though DiffusionGemma 26B A4B IT is 22% cheaper per token.
- Our pick
ByteDance SeedSeed 2.0 Mini
78/100- ECI—
- Price$0.03 / $0.297
- Context256K
GoogleDiffusionGemma 26B A4B IT
75/100- ECI—
- Price$0.05 / $0.15
- Context262K
Reka AIReka Edge
64/100- ECI—
- Price$0.102 / $0.102
- Context16K
Seed 2.0 Mini is our pick
Seed 2.0 Mini is the better all-round choice, scoring 78/100 against DiffusionGemma 26B A4B IT (75) and Reka Edge (64). It leads on inputs & features. DiffusionGemma 26B A4B IT wins on price. 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 priceDiffusionGemma 26B A4B ITDiffusionGemma 26B A4B IT $0.075 · Seed 2.0 Mini $0.097 · Reka Edge $0.102 per 1M tokens (3:1 blend)
- Longest contextDiffusionGemma 26B A4B ITDiffusionGemma 26B A4B IT 262,144 · Seed 2.0 Mini 256,000 · Reka Edge 16,384 tokens
- Widest inputsSeed 2.0 Mini and Reka EdgeSeed 2.0 Mini: Text, Images, Video · DiffusionGemma 26B A4B IT: Text, Images · Reka Edge: Text, Images, Video
- Self-hostingDiffusionGemma 26B A4B IT and Reka EdgePublishes downloadable weights (Apache 2.0)
| Measure | Weight | Seed 2.0 Mini | DiffusionGemma 26B A4B IT | Reka Edge |
|---|---|---|---|---|
| Price | 50% | 94 | 99 | 93 |
| Inputs & features | 30% | 80 | 60 | 60 |
| Context window | 20% | 36 | 37 | 0 |
| Overall | 100% | 78/100 | 75/100 | 64/100 |
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 | Seed 2.0 MiniByteDance Seed | DiffusionGemma 26B A4B ITGoogle | Reka EdgeReka AI |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | — | — | — |
| ECI rank | — | — | — |
| Price per million tokens | |||
| Input | $0.03 (best) | $0.05 | $0.102 |
| Output | $0.297 | $0.15 | $0.102 (best) |
| Cached input | $0.0059 | — | — |
| Blended (3:1) | $0.097 | $0.075 (best) | $0.102 |
| Long-context rate | Over 32K: $0.059 / $0.594 | Same rate | Same rate |
| Price source | Official Volcengine Ark API | Median of 1 providers | Median of 4 providers |
| Limits | |||
| Context window | 256,000 tokens | 262,144 tokens (best) | 16,384 tokens |
| Max output | 32,000 tokens | 32,768 tokens (best) | 14,745 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | Yes | Yes |
| PDFs | No | No | No |
| Audio | No | No | No |
| Video | Yes | No | Yes |
| Reasoning | Yesminimal · low · medium · high · xhigh · max | Yes | No |
| Tool calling | Yes | Yes | Yes |
| Structured output | Yes | No | No |
| Availability | |||
| Weights | Proprietary | OpenApache 2.0 | Open |
| API model ID | doubao-seed-2-0-mini-260428 | — | — |
| API providers | 14 (best) | 2 | 4 |
| Released | Feb 14, 2026 | Jun 9, 2026 | Mar 11, 2026 |
| Knowledge cutoff | — | Jan 2025 | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Seed 2.0 Mini$0.891
- DiffusionGemma 26B A4B IT$0.80
- Reka Edge$1.23
Which should you choose?
Which is better: Seed 2.0 Mini, DiffusionGemma 26B A4B IT or Reka Edge?
Seed 2.0 Mini is the better all-round choice, scoring 78/100 against DiffusionGemma 26B A4B IT (75) and Reka Edge (64). It leads on inputs & features. DiffusionGemma 26B A4B IT wins on price. 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, Seed 2.0 Mini, DiffusionGemma 26B A4B IT or Reka Edge?
DiffusionGemma 26B A4B IT is cheaper at $0.05 input / $0.15 output per million tokens (median across 1 API provider). Seed 2.0 Mini costs $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). At a typical mix of three input tokens to one output token, that is $0.075 per million tokens for DiffusionGemma 26B A4B IT versus $0.097 for Seed 2.0 Mini (1.3× as much) and $0.102 for Reka Edge (1.4× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers all three models yet. Seed 2.0 Mini has not been scored yet, DiffusionGemma 26B A4B IT has not been scored yet and Reka Edge has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Seed 2.0 Mini, DiffusionGemma 26B A4B IT and Reka Edge yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. All three support tool calling for agent workflows.
Which has the bigger context window?
DiffusionGemma 26B A4B IT has the largest context window at 262,144 tokens, against 256,000 for Seed 2.0 Mini and 16,384 for Reka Edge. Maximum output per response: Seed 2.0 Mini up to 32,000, DiffusionGemma 26B A4B IT up to 32,768, Reka Edge up to 14,745 tokens.
Which can read images, PDFs, audio or video?
Seed 2.0 Mini accepts text, images and video; DiffusionGemma 26B A4B IT accepts text and images; Reka Edge accepts text, images and video. Seed 2.0 Mini handles the widest range of inputs.
Are any of these open source?
DiffusionGemma 26B A4B IT and Reka Edge publishes its weights (Apache 2.0) and can be self-hosted; Seed 2.0 Mini is proprietary.
Which is newer?
DiffusionGemma 26B A4B IT is the newest, released Jun 9, 2026. Reka Edge came out Mar 11, 2026; Seed 2.0 Mini came out Feb 14, 2026. Knowledge cutoff: DiffusionGemma 26B A4B IT Jan 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.
