AllenAI: Molmo2 8B
Analysis Summary
Molmo2 8B is a compact multimodal model accepting text, images, and video. It has a 36.9K context window and pricing of $0.20 per million input tokens and $0.20 per million output tokens, giving it a simple and inexpensive deployment profile. Its main practical capability is media understanding rather than complex reasoning.
It may support image or video tagging, lightweight visual extraction, and basic content assistance where errors have limited consequences. The available intelligence measurement is very low, and the supplied data does not show coding, tool use, function calling, or agentic capability. Use it for bounded visual preprocessing or experimentation, not client-facing strategy, autonomous workflows, or long-document analysis.
Assessed September 7, 2026
Editorial notes
Molmo2 8B provides image and video understanding at low uniform pricing, but its very limited available intelligence measurement makes it unsuitable for demanding reasoning or agentic work.
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DFO Verdict
Molmo2 8B provides image and video understanding at low uniform pricing, but its very limited available intelligence measurement makes it unsuitable for demanding reasoning or agentic work.
How AllenAI: Molmo2 8B compares
AllenAI: Molmo2 8B ranks #410 of 438 AI models we track for overall intelligence. Its 37K-token context window is larger than 25% of the models we list. At $0.20 per million input tokens it is cheaper than 56% of comparable models.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on value. The pulled-in technical corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $0.20 | $0.000200 |
| Output | $0.20 | $0.000200 |
What would AllenAI: Molmo2 8B cost your business?
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A website chatbot handling around 100 customer conversations a day, a few short messages each.
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Talk to our teamAbout AllenAI: Molmo2 8B
Molmo2-8B is an open vision-language model developed by the Allen Institute for AI (Ai2) as part of the Molmo2 family, supporting image, video, and multi-image understanding and grounding. It is based on Qwen3-8B and uses SigLIP 2 as its vision backbone, outperforming other open-weight, open-data models on short videos, counting, and captioning, while remaining competitive on long-video tasks.
Frequently asked questions about AllenAI: Molmo2 8B
How much does AllenAI: Molmo2 8B cost?
AllenAI: Molmo2 8B costs $0.20 per million input tokens and $0.20 per million output tokens.
What is the context window of AllenAI: Molmo2 8B?
AllenAI: Molmo2 8B has a context window of 36,864 tokens (37K).
What can AllenAI: Molmo2 8B do?
AllenAI: Molmo2 8B supports image/vision input.
Who created AllenAI: Molmo2 8B?
AllenAI: Molmo2 8B is developed by AllenAI and was released on January 9, 2026.