Umans Coder
umans-ai-coding-plan/umans-coderОт umans-ai-coding-plan · семейство: kimi-k2.6 · выпуск 2026-04-21 · дата знаний: 2025-01
Prices in USD per 1M tokens. Unknown means the provider does not publish per-token pricing.
Возможности
Model fit scores
0–100 · higher is betterThese scores reward declared capabilities, context size, price and provider availability — they are not benchmark results. Use them as a directional signal alongside your own evaluation.
Coding79
- Tool calling40/40
- Structured output20/20
- Reasoning10/10
- Context window (100K → 1M)8/20
- Provider availability1/10
Agents91
- Tool calling35/35
- Structured output25/25
- Reasoning15/15
- Output token limit15/15
- Provider availability1/10
JSON / structured output70
- Structured output / JSON mode50/50
- Tool calling20/20
- Temperature control0/10
- Price-friendly for high-volume0/20
Cost efficiency0
- Has published price0/100
Long context51
- Context window (100K → 2M)51/90
- Has published price for full window0/10
Vision72
- Accepts image input50/50
- Context window (10K → 1M)21/30
- Has published price0/10
- Provider availability1/10
Production-readiness45
- Number of independent providers5/40
- Has published per-token price0/20
- Context window ≥ 8K15/15
- No data inconsistencies across providers10/10
- Official model (not derivative)15/15
Cost Efficiency Index
Open full calculator →Estimated cost using the recommended provider's headline rate. Each scenario fixes average input/output tokens — the assumptions are shown in the third column.
This model has no published per-token price, so we can't compute a cost estimate. See the provider's official pricing page for current rates.
Доступна у 1 провайдеров
| Провайдер | ID модели провайдера | Вход / 1M | Выход / 1M | Контекст | Выпуск |
|---|---|---|---|---|---|
| Umans AI Coding Plan umans-ai-coding-plan | umans-coder | Unknown | Unknown | 262K | 2026-04-21 |
Frequently asked questions
How much does Umans Coder cost?
Umans Coder does not have a publicly published per-token price in our data source. This usually means it is gated behind enterprise sales or invite access. Check umans-ai-coding-plan's official pricing page for the most current rates.
What is the context window of Umans Coder?
Umans Coder has a context window of 262K tokens, with a max output of 262K tokens per reply. This is the total combined size of prompt + completion.
Does Umans Coder support tool calling?
Yes. Umans Coder supports tool calling (function calling). This makes it suitable for production agent and automation workloads where the model has to invoke external functions reliably.
Does Umans Coder support structured output / JSON mode?
Yes. Umans Coder supports structured output / JSON-schema-constrained decoding. This makes it suitable for production agent and automation workloads where the model has to invoke external functions reliably.
Can Umans Coder accept image input?
Yes. Umans Coder accepts both text and image input. Vision pricing per image is usually billed on top of the regular token rate — check umans-ai-coding-plan's docs for the exact rule.
Is Umans Coder open-weight?
Yes. Umans Coder's weights are publicly available, so you can self-host or fine-tune. Note that open weights ≠ open source — the training data and code are typically not released.
What are the best alternatives to Umans Coder?
If Umans Coder doesn't fit, consider Umans Flash. Each one targets the same use case — see the Related links below for direct head-to-head pages.
Where does this data come from?
All numbers are normalised into a single canonical model record and reconciled with each provider's official documentation. We re-pull daily and write any changes (price, context, capability) to the /changelog page.
Explore more
More umans-ai-coding-plan models
- Umans FlashUnknown pricing
Capability lists this model is in
Последнее обновление:
Pricing and capabilities are refreshed daily and reconciled against each provider's official documentation. Always verify critical production decisions with the provider directly.