AlphaSense Core + Tegus vs Hebbia: Real AI Research Platform Cost per Analyst in 2026
The short answer: Tegus is no longer an independent competitor to compare against AlphaSense; AlphaSense acquired Tegus, and its expert-call transcript library now ships as AlphaSense's own "Expert Transcript Library (Tegus)" tier, priced separately on top of the core platform at roughly $25,000–$50,000 or more per seat per year. There are only two independent vendors left to compare in 2026: AlphaSense (core platform plus its own Tegus expert-transcript tier) and Hebbia. AlphaSense's core platform runs $10,000–$20,000 per seat per year, with enterprise deployments blending to $50,000–$100,000-plus per firm; its Tegus expert-transcript add-on sits on top of that at $25,000–$50,000-plus per seat per year. Hebbia prices separately, with $10,000 per Professional seat and $3,000–$3,500 per Lite seat, land-and-expand. None of these prices is public; every figure in this article is a third-party procurement estimate, not a vendor-confirmed rate, because neither AlphaSense nor Hebbia publishes a rate card.
What changed: the Tegus acquisition
AlphaSense's own pricing structure now lists Expert Transcript Library (Tegus) as one of five named tiers, alongside AI Search & Core Platform, Market Intelligence, Wall Street Insights, and Enterprise Intelligence. This tier was reported at $25,000–$50,000-plus per seat per year, aimed at hedge funds and private equity firms doing deep due diligence and primary research, with a multi-year contract preferred. Treating "Tegus" as a separate line item in a three-way comparison, as the original comparison framing suggested, is now technically inaccurate: it is a module inside AlphaSense's own pricing structure, not a standalone product a buyer chooses instead of AlphaSense. This article treats it that way throughout.
What each remaining platform bills
AlphaSense (REPORTED, converging estimates from Vendr, SpendHound, Sacra and company-disclosed figures). No public price. Vendr's median contract: $17,500/year across 38 deals (February 2026). SpendHound: averages of $12,210 for SMB buyers and $123,760 for enterprise buyers (July 2026). Sacra: $10,000–$20,000 per seat per year, with enterprise average deal sizes of $50,000–$100,000-plus, and the largest customers exceeding $1 million a year. AlphaSense's own reported company-scale figures (ARR above $600 million across 7,000-plus enterprise customers) imply an average of roughly $85,000 per customer, which blends single-seat and firm-wide-rollout contracts and should not be read as a per-seat price. Billing is annual only, with per-seat scaling and no published volume discount reported; a hidden-cost analysis flagged premium content add-ons (Wall Street Insights, the Tegus expert-transcript tier, specialized datasets) as each potentially adding $5,000–$20,000-plus per seat per year on top of the base platform price, and multi-year contract lock-in as an increasingly common renewal push.
Hebbia (REPORTED). Sells Matrix, an agentic document-analysis platform for finance and legal, exclusively through sales-quoted enterprise contracts with no public rate card. Reported figures: Professional (full-platform) seats around $10,000 per seat per year; Lite seats (output consumers running pre-built agents) around $3,000–$3,500 per seat per year. The company's own reported positioning frames this as closer to Bloomberg Terminal-style pricing (a few expensive, high-leverage seats) than to a broad, cheap-per-seat search tool; one comparison noted Glean, a horizontal enterprise-search product, priced around $20 per seat per month by contrast. Hebbia was reported to avoid consumption-based pricing: usage is unlimited within a seat tier, governed only by a fair-use policy. A second product, Max (a deal-staffing assistant), was added to Hebbia's lineup in August 2026 with no public pricing at all (QUOTE-ONLY / UNKNOWN).
Annual cost by analyst team size
Formula: AlphaSense = analysts × $10,000–$20,000; Hebbia = Professional seats × $10,000 + Lite seats × $3,000–$3,500, using an ILLUSTRATIVE land-and-expand mix of all-Professional at very small team sizes and roughly 20% Professional / 80% Lite at larger sizes, reflecting the reported pattern of a few power users configuring workflows for a broader group of lighter consumers.
| Analysts | AlphaSense core (range) | Hebbia (mix-adjusted, range) |
|---|---|---|
| 5 | $50,000–$100,000 | $50,000 (all Professional at this scale) |
| 25 | $250,000–$500,000 | $110,000–$120,000 (5 Professional, 20 Lite) |
| 100 | $1,000,000–$2,000,000 | $440,000–$480,000 (20 Professional, 80 Lite) |
| 500 | $5,000,000–$10,000,000 | $2,200,000–$2,400,000 (100 Professional, 400 Lite) |
Effective cost per analyst
| Analysts | AlphaSense per analyst | Hebbia per analyst (mix-adjusted) |
|---|---|---|
| 5 | $10,000–$20,000 | $10,000 |
| 25 | $10,000–$20,000 | $4,400–$4,800 |
| 100 | $10,000–$20,000 | $4,400–$4,800 |
| 500 | $10,000–$20,000 | $4,400–$4,800 |
AlphaSense's reported per-seat range does not fall with scale, consistent with the reported absence of published volume discounts. Hebbia's blended per-analyst cost falls sharply once a team moves past all-Professional seating, because its Lite tier is reported at less than half of AlphaSense's low-end per-seat rate, and a land-and-expand deployment is mostly Lite seats at scale.
AlphaSense plus the Tegus expert-transcript tier
Formula: total = AlphaSense core + (seats needing expert transcripts × $25,000–$50,000), with an ILLUSTRATIVE 30% of seats requiring the Tegus tier (deep due-diligence users), rounded to a whole number of seats (minimum 1) since AlphaSense does not sell a fractional seat: at 5 analysts, 30% rounds to 2 Tegus seats rather than 1.5; at 25, 100 and 500 analysts it rounds to 8, 30 and 150 seats respectively.
| Analysts | AlphaSense core | Tegus add-on (30% of seats) | Combined total |
|---|---|---|---|
| 5 | $50,000–$100,000 | $50,000–$100,000 | $100,000–$200,000 |
| 25 | $250,000–$500,000 | $200,000–$400,000 | $450,000–$900,000 |
| 100 | $1,000,000–$2,000,000 | $750,000–$1,500,000 | $1,750,000–$3,500,000 |
| 500 | $5,000,000–$10,000,000 | $3,750,000–$7,500,000 | $8,750,000–$17,500,000 |
A firm that needs the expert-transcript library for even a minority of its seats can roughly double its AlphaSense spend, which is the direct financial consequence of Tegus now being a paid module rather than a separately-priced independent product a buyer might choose over AlphaSense instead of alongside it.
Expert-call charges, kept separate from software seats
Neither AlphaSense's nor Hebbia's reported pricing bundles individual expert-network calls (one-on-one conversations with industry experts, as opposed to AlphaSense's pre-recorded transcript library) into the seat price; those are typically billed per call by a separate expert-network provider (such as GLG or AlphaSense's own network) and were not itemized in the sources reviewed for this article (QUOTE-ONLY / UNKNOWN). Budgeting for primary research on top of either platform's seat cost requires a separate line item.
Enterprise minimum effects
Both platforms show evidence of a minimum deal-size floor rather than a smooth linear scale. AlphaSense's reported enterprise average deal size ($50,000–$100,000-plus) suggests firms rarely buy just one or two seats at the enterprise tier; land-and-expand is the reported norm, starting with a few seats and growing. Hebbia's comparable competitor Harvey was reported to use roughly 20-seat minimum contracts on 12-month terms, suggesting this category broadly resists small pilot-sized deals even when the per-seat rate looks approachable.
Break-even: research hours saved per analyst
Formula: hours needed = annual cost per analyst ÷ loaded hourly rate, with $150 an hour for a research analyst (ILLUSTRATIVE).
| Analysts | AlphaSense core, hours per analyst per year | Hebbia (mix-adjusted), hours per analyst per year |
|---|---|---|
| 5 | 67–133 | 67 |
| 25 | 67–133 | 29–32 |
| 100 | 67–133 | 29–32 |
| 500 | 67–133 | 29–32 |
At AlphaSense's reported per-seat rate, a platform needs to save each analyst somewhere between roughly one and three-and-a-half work-weeks a year of research time to break even purely on labor-hour grounds; Hebbia's lower blended per-seat cost at scale drops this threshold to under a work-week.
Sensitivity
- Land-and-expand seat mix. Hebbia's per-analyst cost is entirely a function of the Professional-to-Lite ratio, which is not fixed and depends on how a firm chooses to deploy the platform.
- Tegus/expert-transcript adoption. The share of seats needing this add-on roughly doubles or more the AlphaSense bill for those seats.
- Enterprise discount and multi-year terms. Neither platform's reported figures account for negotiated discounts, which are plausible at the reported minimum deal sizes but not quantified in public sources.
- Minimum contract size. A firm below the effective minimum seat count reported for this category (Hebbia's competitor Harvey used a roughly 20-seat floor) may not be able to access list-style per-seat pricing at all.
Budgeting traps
- Comparing Tegus as an independent alternative. It is now an AlphaSense pricing tier, not a separate purchase decision.
- Using AlphaSense's blended ARR-per-customer figure as a per-seat price. It mixes single-seat and firm-wide deployments and materially overstates typical per-seat cost.
- Ignoring expert-call charges. Neither platform's seat price includes live expert-network conversations, which are typically billed separately per call.
- Assuming Hebbia's Lite tier delivers Professional-tier depth. The land-and-expand model exists specifically because Lite seats consume pre-built agent outputs rather than configure the platform themselves.
What to ask before you buy
Ask AlphaSense for a written, tier-by-tier quote that separates the core platform, Wall Street Insights, and the Tegus expert-transcript tier, since each was reported as adding materially to seat cost. Ask Hebbia for its current Professional-to-Lite pricing and any minimum seat commitment, since none of this is published.
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