Eightfold vs Textkernel (2026): which should you pick?
As of Nov 13, 2026, Textkernel grades higher than Eightfold: 1.8 against 1.6 out of 4.0.
Checked Nov 12, 2026 and Nov 13, 2026 · graded Nov 12, 2026 and Nov 13, 2026 by ToolGPA
Eightfold grades higher on features and ease of use. Textkernel grades higher on the free plan and platforms. They get the same grade on value for money.
Price, platforms and features side by side. The table says where each price was read and when.
Eightfold
AI talent intelligence platform for hiring and workforce decisions
Paid
Textkernel
Resume parsing and AI matching for HR software and recruiters
Free trial · from $99/mo
Which one is for you
Pick Eightfold if
- Fits if you are a very large employer wanting AI matching across hiring and staff
- Works for firms that need FedRAMP or SOC 2 certifications
Look elsewhere if
- Not for you if you are a small team, as no self-serve plan is shown
- Skip it if you want a price before a demo, as none is published
- Watch out: only the homepage was read, so plan details are unverified
- Watch out: no trial or free plan
Pick Textkernel if
- Fits if you build HR software or a job board and need resume data pulled out
- Works for corporate HR teams with a developer who can wire in an API
Look elsewhere if
- Skip it if you want a hiring tool for recruiters: it's a component for other systems
- Not for you if you have no developer, as it runs through an API
- Watch out: $99 covers the Parser only; matching and market data are sold on a demo
- Watch out: add-ons such as the LLM Parser are listed without a cost
- Pricey if you parse in volume: monthly plans stop at 25,000 credits and anything bigger is Enterprise
How we grade them
| 1.6GPAEightfoldWeak | 1.8GPATextkernelWeak | |
|---|---|---|
| Value for money | CNo price is published, so it sits at the ordinary grade until the vendor says. | C$99 a month for 500 credits on the Parser API, which sits between the category's cheaper quarter at $74 and its dearer quarter at $149. The page doesn't say how many credits one resume uses. |
| Free plan and trial | FNo free plan and no trial. The call to action is Book a demo. | CA free trial gives 500 credits with instant access, through a demo page or the API. It's a trial, not a free plan, and the page doesn't state its length. |
| Features | CAn AI interviewer, talent agents and talent data. The listing gives few details, so what a buyer actually gets is unconfirmed. | DIt parses resumes and jobs and sells matching and market data separately by demo. On its own it does one narrow job and needs another system to be useful. |
| Ease of use | CNo rating on record. An enterprise platform with data to connect and agents to set up. | DIt's used through an API, so someone has to write the integration. That's the configuration a D describes. |
| Platforms and integrations | CWeb only and no integrations named on the page read. | BWeb service with a documented API and a Source and Match product behind a demo. No desktop or phone app, so B. |
| Best for | AI talent intelligence for very large employers | parsing resumes inside other software |
The GPA is the average of the five grades: an A is 4 points, an F is none. The full reasons are on each tool's page: Eightfold and Textkernel. How we grade
Where they differ
- Eightfold also covers AI agents.
- Textkernel also covers AI search and applicant tracking.
In commonWebAI features
At a glance
| Eightfold | Textkernel | |
|---|---|---|
| Pricing | Paid | Free trial |
| Starts at | Not published | $99 per month for the Parser API |
| Free plan | None | None |
| Free trial | None listed | Parser free trial: 500 free credits with instant access, through a demo interface or the API. |
| Web | ||
| Made by | Eightfold AI | Textkernel |
| Price read from | Not confirmed | textkernel.com |
| Checked | Nov 12, 2026 | Nov 13, 2026 |
Worth knowing
Eightfold
- No prices are published on the homepage, so cost is unverified.
- The site markets to Fortune 500 companies and does not describe a self-serve plan.
- Security certifications named on the site are SOC 2, ISO and FedRAMP, as the vendor states.
Textkernel
- The $99 price is for the Parser only; the other Textkernel products are sold through a demo request.
- Plans are credit based, and the page does not say how many credits one resume uses.
- Add-ons such as the LLM Parser are listed on the Professional and Enterprise cards, and the page does not break out their cost.
- It is a component for other systems, not a standalone applicant tracking system.
Key features
Eightfold
- AI Interviewer
- Conducts and summarizes interviews with candidates a recruiter invites, aimed at high-volume hourly hiring.
- Talent agents
- AI agents support interviews, evaluate candidates and guide applicants, with recruiters making the decisions.
- Talent intelligence data
- The site cites 1.6 billion career trajectories and 1.6 million skills as the data behind its applications.
- TalentForge
- A layer for building custom apps and agents on the same skills and roles data.
- Fraud checks
- Catches impersonation and fabricated skills across the hiring process, according to the vendor.
Textkernel
- Resume and job parsing
- Extracts, classifies and enriches data from resumes in 29 languages and job postings in 9, returned in a structured format for an ATS or CRM.
- LLM Parser
- A parser built on a large language model that the vendor says extracts more data than the standard engine.
- Parser add-ons
- Skills and job title normalization, image OCR, geocoding, resume anonymization and parsing of user-defined fields.
- Source and Match
- Separate AI search and matching product for finding and ranking candidates against jobs.
- Skills intelligence and market data
- Further products cover skills intelligence and labor market insights under the Market IQ name.
Plans
Eightfold
Pricing could not be confirmed. See eightfold.ai.
Textkernel
Parser Professional$99
per month, starting price for 500 credits
Self-serve credits for the Parser API. Monthly plans run from 500 to 25,000 credits; annual plans go up to 100,000.
Parser EnterpriseCustom
Higher parsing volumes, expert advice, and extras such as the LLM Parser and a skills taxonomy download.
Common questions
Which is cheaper, Eightfold or Textkernel?
As of Nov 13, 2026, Eightfold has no price we could confirm, and Textkernel starts at $99 per month for the Parser API.
Which has a free plan, Eightfold or Textkernel?
As of Nov 13, 2026, neither Eightfold nor Textkernel has a free plan. Textkernel has a free trial.
More comparisons
How this page was made
- The verdict at the top follows a fixed rule. When both tools are in the same category and either is in our top three for it, the verdict follows that ranking: the higher-placed tool is our pick. The top three weigh who each tool suits as well as its grades, so a pick can go against the GPA. Otherwise the page does not pick one and says which grades higher: the higher GPA first; on a tie, the one with a free plan, then the one that starts cheaper in dollars a month, counted the same way for both; if they are still level, what the choice depends on.
- The grades are our own, from each tool’s review or report card. The GPA is their average.
- Prices, plans and platforms come from each tool’s listing. The table above says where each price was read and when.
- The differences and the answers to the questions are worked out from those listings.