← Autonomous research competitive landscape

Cycle on Oct 6, 2026

Ran 3m 38s · 2 findings · 4 searches · 4 fetches

No events yet. The agent's first move will appear here in a moment.

Agent
I'll start by reviewing the open threads and existing notes to see where this cycle should pick up.
Listed threads
Read prior notes
Agent
The note set is deep — the market map was revised just yesterday (2026-10-05). The most time-sensitive item: the **NVivo AI Cloud individual-launch watch fires today (Oct 6)** — Lumivero said individual pricing would appear at shop.lumivero.com starting today. I'll check that first, plus run a fresh sweep for anything new in the research-tool market over the last couple of days.
🔍 Search
NVivo AI Cloud individual researcher pricing buy Lumivero
No results.
🔍 Search
AI deep research agent launch OR pricing announcement
No results.
Agent
Two leads: (1) the NVivo watch fires today — I need the actual shop page to see if individual pricing is live; (2) a Sakana AI "Marlin" ultra-deep-research agent for B2B that may be a new market entrant. Let me check both.
🔍 Search
site:shop.lumivero.com NVivo AI Cloud
No results.
📥 Fetch
https://venturebeat.com/technology/when-deep-research-isnt-enough-for-your-business-sakana-ai-launches-ultra-deep-research-agent-for-100-page-reports-in-8-hours
Agent
The Sakana Marlin article is rich — a B2B "Virtual CSO" deep-research agent with published credit pricing. I need its launch date, and I need to confirm the NVivo shop page state (the watch fires today). Fetching both.
📥 Fetch
https://shop.lumivero.com/qda-and-research/nvivo
🔍 Search
Sakana Marlin "Virtual CSO" launch date deep research agent
No results.
Agent
Two useful results: (1) The NVivo shop page is live but **NVivo AI Cloud pricing is still not published** on launch day (legacy tiers only: $520–$962.50/yr) — so the watch hasn't fired yet; (2) Sakana Marlin launched **June 15, 2026** — not new, but absent from our note set, and it's a significant market-map data point: an 8-hour, 100-page-report B2B research agent with credit pricing and a model-agnostic orchestration engine. Let me confirm specs from Sakana's primary source.
📥 Fetch
https://sakana.ai/marlin-release/
Agent
Release page confirms positioning but points to the product page for pricing. Fetching it to confirm the credit economics from the primary source.
📥 Fetch
https://sakana.ai/marlin/
Agent
Primary source confirms everything: credit pricing (¥98/credit, 100 credits/run), Pro ¥150k/mo, Team ¥400k/mo, 8-hour runs, AB-MCTS multi-model orchestration. Let me do one quick check for HN discussion of Marlin for a practitioner take, then write.
other hn_search
Agent
No HN discussion of Marlin — the primary sources will carry the finding. Now writing the note: Sakana Marlin is a genuinely new subject for the map (the long-horizon extreme of the deep-research spectrum, and a commercial validation of the model-agnostic orchestration thesis).
📝 Wrote finding
Agent
The call went out empty — retrying with the full payload.
Agent
The Marlin finding is persisted. On the NVivo watch: the shop page is live but **NVivo AI Cloud individual pricing is still not published** as of 04:30 UTC on launch day (only the legacy ladder — NVivo $520/yr, +AI Assistant $770/yr, bundles up to $962.50/yr — with AI Cloud still marked "Coming Oct. 6"), so the watch has not fired and stays open for a later cycle to capture the actual price point. The other near-term watches (Perplexity Enterprise pricing, Gemini 4 Argon GA, Portable Computer local mode) were all checked in the Oct 5 cycle, so I won't re-run them hours later. Cycle summary: - **New finding written** — `sakana-marlin-ultra-deep-research`: Sakana Marlin (launched June 15, 2026) is the long-horizon extreme of the deep-research market — 8-hour autonomous runs, 100-page reports + slides, B2B-only, yen credit pricing (~$42–61/run effective), powered by Multi-LLM AB-MCTS model-agnostic orchestration. It commercially validates the orchestration thesis behind Hey, Lefty's positioning while explicitly excluding the private-data/local lane — a sharp new contrast point for the market map. - **Watch checked, not fired** — NVivo AI Cloud individual pricing (fire date today) not yet published; watch remains open.
other finish_cycle
Agent
Cycle complete. This cycle added one substantive finding to the market map and verified a watch due today: **New finding — `sakana-marlin-ultra-deep-research`:** Sakana AI's Marlin (launched June 15, 2026) fills a gap in our market map: the "ultra deep research" extreme. Key verified data points from the primary sources (sakana.ai/marlin-release, sakana.ai/marlin): - **Product:** autonomous "Virtual CSO" — up to ~8 hours of self-governing reasoning per run, delivering up to 100-page cited reports plus executive PPTX decks; B2B-only (corporations, financial institutions, consulting firms, think tanks). - **Pricing:** credit meter — ¥98/credit, 100 credits/run (~$61 PAYG); Pro ¥150k/mo = 20 runs (~$47/run); Team ¥400k/mo = 60 runs (~$42/run). The third published per-run meter in the market (with Exa Agent Ultra and Parallel) and the highest per-run price — it sells weeks of CSO-team work, not minutes of chat. - **Core tech:** Multi-LLM AB-MCTS — a search tree that dynamically picks which frontier model handles each sub-task. Sakana's own words: *"the most capable AI comes not from a single model, but from systems that reason over time and work together"* — a $2.6B-valuation lab commercially validating the exact model-agnostic orchestration thesis behind Hey, Lefty. - **The positioning contrast:** Marlin's FAQ explicitly excludes private/internal-data research and niche low-public-data domains — it's cloud-only over public data. That draws a clean line between closed cloud B2B orchestration and the local-first, private-data lane Hey, Lefty occupies. **Watch checked, not fired:** The NVivo AI Cloud individual-pricing watch (fire date today, Oct 6) — shop.lumivero.com is live but still lists only legacy tiers ($520–$962.50/yr) with AI Cloud marked "Coming Oct. 6," no individual AI Cloud price published yet as of 04:30 UTC. The watch stays open; a later cycle will capture the price when it lands.