MolmoAct2 Pretrain vs phi-4
At a Glance
| Compare |  phi-4Microsoft | |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | Not reported | $0.070Deepinfra ↗ · Sep 21, 2026 |
| Output priceFrom · USD / 1M tokens | Not reported | $0.14Deepinfra ↗ · Sep 21, 2026 |
| Context windowMaximum documented tokens | 16K | 16K |
| Model facts checked | Aug 28, 2026View model evidence → | Aug 28, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
Side-by-Side Facts
| Field | MolmoAct2-Pretrain | phi-4 |
|---|---|---|
| Developer | Ai2 | Microsoft |
| Family | Molmoact2 Pretrain | Phi 4 |
| Model | MolmoAct2-Pretrain | phi-4 |
| Version | MolmoAct2-Pretrain | phi-4 |
| Lifecycle | active | active |
| Released | Unknown | 2024-12-12 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Model-specific input | Text |
| Output modalities | Model-specific input | Text |
| Context window | 16K | 16K |
| Total parameters | 4.9B | 14.7B |
| Active parameters | Unknown | Unknown |
| License | Unknown | mit |
| Open weights | Yes | Yes |
| API available | Unknown | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Unknown | Deepinfra (Standard), Hugging Face (Standard), Openrouter (Standard) |
| Capabilities | robot_action_generation | chat, generation |
MolmoAct2 Pretrain Capabilities
phi-4 Capabilities
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Primary Evidence
Sources and Freshness
Questions
MolmoAct2 Pretrain vs phi-4 FAQs
Is MolmoAct2 Pretrain or phi-4 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both MolmoAct2 Pretrain and phi-4, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, MolmoAct2 Pretrain or phi-4?+
Only phi-4 has a directly sourced input price: $0.070 per million tokens. Only phi-4 has a directly sourced output price: $0.14 per million tokens.
Which has a larger context window, MolmoAct2 Pretrain or phi-4?+
Neither model has a larger sourced context window in this comparison. MolmoAct2 Pretrain is 16K and phi-4 is 16K.
Which performs better in benchmarks, MolmoAct2 Pretrain or phi-4?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can MolmoAct2 Pretrain or phi-4 be self-hosted?+
Both models have the same recorded self-hosting status: supported. MolmoAct2 Pretrain is open weight; phi-4 is open weight.
Can MolmoAct2 Pretrain and phi-4 understand images?+
MolmoAct2 Pretrain is not documented with image input; phi-4 is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, MolmoAct2 Pretrain or phi-4?+
Neither has a larger sourced maximum output. MolmoAct2 Pretrain is — and phi-4 is —.
Do MolmoAct2 Pretrain and phi-4 support reasoning and tool use?+
MolmoAct2 Pretrain: none of these features are definitively sourced. phi-4: none of these features are definitively sourced. Feature support does not establish relative quality.
Which is available from more inference providers, MolmoAct2 Pretrain or phi-4?+
MolmoAct2 Pretrain has 0 sourced provider routes; phi-4 has 3, so phi-4 has broader tracked availability.
Which offers better value, MolmoAct2 Pretrain or phi-4?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.