Research · Head-to-head
Inkling-Small vs Consensus
Inkling-Small (free, AI Score 8.8/10) vs Consensus (freemium, AI Score 8.7/10). Side-by-side pricing, features, pros and cons, and which to pick.
The verdict
Pick Consensus if…
- →your primary use case is researchers, students, and healthcare professionals who need a fast, citation-backed answer on what the evidence says.
- →you need: research, education
Side-by-side specs
| Spec | Inkling-Small | Consensus |
|---|---|---|
| Category | Research | Research |
| Pricing model | free | freemium |
| Headline pricing | Free — open weights download; Tinker Playground access | Free tier + Premium from $8.99/mo |
| Free tier | Yes — the weights themselves are free to download and run. Compute is the real cost. | 20 AI-powered searches per month with basic features |
| AI Score | 8.8/10 | 8.7/10 |
| Best for | — | Researchers, students, and healthcare professionals who need a fast, citation-backed answer on what the evidence says. |
| Editor's pick | ✓ Yes | ✓ Yes |
| Use cases | — | research education |
| Date added | 2026-07-31 | 2026-05-01 |
Pros and cons
Inkling-Small
Research · free
Pros
- ✓Open weights on Hugging Face, so it can run fully offline for sensitive audio, documents, or code
- ✓12B active parameters keeps per-token inference cost near a mid-size dense model despite the 276B total
- ✓Audio and vision are native to the model rather than a separate encoder stage
- ✓1M-token context handles whole codebases or long document sets in one pass
- ✓Hosted Tinker Playground path for teams that want to evaluate before committing hardware
Cons
- ×"Free weights" is misleading on cost — serving 276B parameters requires enough VRAM to put local deployment out of reach for individuals and small teams
- ×The claim that it outperforms the larger Inkling comes from the lab's own launch benchmarks; independent third-party evaluations aren't in yet
- ×Released July 30, 2026, so tooling, quantizations, and community fine-tunes are still thin compared to established open-weights families
- ×It's a raw model, not a product — no chat app, no agent harness, no support contract unless you build or buy one
Consensus
Research · freemium
Pros
- ✓Consensus Meter gives instant visual evidence breakdown — unique among academic search tools
- ✓250M+ paper database with strong coverage across sciences and social sciences
- ✓Answers are always grounded in peer-reviewed literature with full citations
- ✓Study snapshots extract methodology and sample size so you can assess quality fast
Cons
- ×Free tier is restrictive at 20 AI searches — you'll hit the limit quickly during a literature review
- ×Coverage is weaker outside STEM and social sciences — humanities and legal research fall short
- ×Cannot upload or analyze your own documents like NotebookLM or Elicit
- ×Consensus Meter can oversimplify nuanced topics where study quality varies widely
Related comparisons
Updated 2026-07-31. Spec data sourced from official product pages and tracked in our public directory at /tools.