Fixie vs Gemini Deep Research: 2026 comparison
Build durable agents that act on your internal data — open framework.
Long-running researcher inside Gemini that plans, browses and writes briefs.
Fixie vs Gemini Deep Research — specs
| Spec | Fixie | Gemini Deep Research |
|---|---|---|
| Agent Rank | 72 / 100 (A) | 73 / 100 (A) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Free · OSS | Subscription · from $20 |
| Open source | Yes | No |
| Capabilities | Tool use, RAG, Memory, Multi-agent | Browser, RAG, Memory, Vision |
| Integrations | 3 apps | 2 apps |
| Verified | — | Verified |
| Released | Feb 2025 | Mar 2025 |
Agent Rank breakdown
- Autonomy fit
- 8
- Capabilities
- 8
- Integrations
- 6
- Pricing value
- 10
- Polish & maturity
- 5
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
- Autonomy fit
- 8
- Capabilities
- 8
- Integrations
- 4
- Pricing value
- 8
- Polish & maturity
- 6
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
- +Real multi-agent primitives — planner + workers + reviewer out of the box
- +Strong for internal-tool agents over your own data
- +Permissive license; auditable end-to-end
- −Framework, not a finished product — engineering effort to ship anything
- −Smaller community than LangChain / LlamaIndex
- −Cloud pricing not yet published — usage-based and opaque
- +Goes the deepest of any research agent — reads 30+ sources per brief
- +Strong on multi-hop reasoning; produces structured, well-cited drafts
- +Native integration with Google Workspace (Drive, Docs)
- −Slowest of the three big research agents — typical brief takes 20–40 min
- −Output is verbose; expect to cut 30–40% in editing
- −Less effective on paywalled academic literature than Elicit
Pricing
- +Apache-2.0 framework
- +Self-host
- +Bring your own models + data
- +Hosted runtime
- +Multi-agent orchestration
- +Observability
- +Deep Research mode
- +1M-token context
- +Workspace integrations
- +Gemini in Docs, Sheets, Gmail
- +Admin controls
- +Custom data controls
- +Vertex integration
Which one should you pick?
Pick Fixie if cost is the main constraint or if auditability or self-hosting matters.
Try Fixie →Pick Gemini Deep Research if you want a vendor we've verified for accessibility and pricing accuracy.
Try Gemini Deep Research →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Fixie or Gemini Deep Research in 2026?+
Pick Fixie if cost is the main constraint or if auditability or self-hosting matters. Pick Gemini Deep Research if you want a vendor we've verified for accessibility and pricing accuracy. Most working teams running both can use Fixie for primary work and Gemini Deep Research for the workflows where its specific strengths matter.
What's the price difference between Fixie and Gemini Deep Research?+
Fixie starts at Free · OSS; Gemini Deep Research starts at Subscription · from $20. Fixie is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Fixie or Gemini Deep Research?+
Both Fixie and Gemini Deep Research are Semi-autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.