On this page
- The short answer
- Pricing
- The interview
- What your applicants experience
- What comes back after each interview
- Integrations and workflow
- Scoring and data
- Which should you choose?
- Moving from Goodfit
Reference
The short answer
Goodfit brings AI interviews, assessments and a hiring pipeline together. Its product page distinguishes direct phone interviews from links delivered through WhatsApp or email. It also offers coding tests and configurable pipeline automation, rather than being only a voice bot[2,3,4].
Flowmingo combines unlimited AI interviewing with the candidate record and review process. Recruiters set questions and requirements, invite applicants, inspect the transcript and recording, and decide the next hiring stage. Technical Tests and other assessments can support that interview; WhatsApp invitations are available to eligible paid organizations with messaging credits.
The clearest differences are telephone delivery and assessment metering. A team needing direct phone calls should test Goodfit’s phone workflow. A team running browser interviews across a variable applicant pool should compare Goodfit’s completed-assessment spend with Flowmingo’s unlimited Free interviews. Having an ATS or coding test alone does not separate the products.
2 more differences worth knowing
Count assessments, not just candidates
Goodfit’s billing unit is a completed assessment. An interview and a coding test for one person are two assessments. Flowmingo’s AI interview volume remains unlimited[1].
See the detailWhatsApp delivery and telephone interviewing are different
Both can use WhatsApp invitations. Goodfit additionally describes an AI that calls the candidate’s phone. Test that exact flow if it is a requirement[2].
See the detail
Pricing: what each one costs you
One candidate can use more than one assessment credit.
Goodfit’s current public pricing lists US$5 per completed assessment, a 200-credit minimum purchase and 20 initial free assessments. Purchased credits do not expire. These terms should take precedence over older rupee prices or third-party estimates[1].
| What | Goodfit |  |
|---|---|---|
| Recurring interview access | Purchase credits after the introductory allowance[1] | $0with unlimited AI interviews, team members and hiring projects |
| Minimum paid purchase | 200 × US$5 = US$1,000[1] | No purchase needed for Free AI interviewing |
| 500 completed interviews | 500 credits = US$2,500 at the public unit price | US$0 in AI interview-volume charges |
| Interview plus coding test for 500 people | 1,000 completed assessments = US$5,000 | Evaluate AI Interviewer and Technical Tests within the selected workflow |
| Unused purchased credits | Do not expire[1] | No AI interview credits to manage |
| Enterprise scope | SSO and custom deployment quoted separately[1] | Free $0; Starter US$49/month; Growth US$99/month. AI interviews stay unlimited |
Build the budget from the actual assessment path. If every applicant interviews but only a shortlist takes a coding test, count the two populations separately. For example, 500 interviews and 100 completed tests create 600 assessments, not 500. At the published unit rate that is US$3,000 before any enterprise agreement, taxes or commercial adjustments.
The examples deliberately exclude the introductory free allowance so they describe ongoing usage. They also distinguish credits consumed from the timing of cash purchases. A prepaid balance can last across hiring cycles; that does not make the next completed assessment free. Conversely, do not multiply an invited population by the price if only completed assessments are chargeable.
Keep optional Flowmingo charges visible. Free interviews do not mean every delivery or export option costs nothing. WhatsApp messaging credits, sponsored sessions, branded sharing, downloads and longer video retention are separate considerations. Free retains the latest 300 videos for 30 days; results, scores and transcripts remain available.
Flowmingo's plans: Free is $0 with unlimited AI interviews. Starter ($49 a month) and Growth ($99 a month) add your brand on what you share, downloads, longer assessments and longer-kept interview videos. See pricing.
How these numbers were worked out
- Public pricing checked 4 October 2026; amounts are US dollars.
- Calculated examples use completed assessments at US$5 each and exclude the initial 20 free assessments.
- The interview-plus-test example assumes every person completes both assessments.
- Enterprise contracts, taxes and optional services are not estimated.
The interview: compare the conversation and the role-specific rubric
Both products can ask follow-up questions and return an evaluation. The useful test is whether those questions produce the evidence your role requires, and whether a reviewer can explain the resulting assessment.
| What | Goodfit | |
|---|---|---|
| Conversation | Voice AI with answer-based follow-ups[2] | The AI asks aloud and follows up; the applicant records video answers in their own time |
| Preparation | Role questions and scoring rubric configured by the team[6] | 1-30 questions drafted from the job description; edit the questions and criteria before inviting |
| Interview languages | 14 languages published[6] | 60+ spoken interview languages; applicants choose from the languages you allow |
| Scoring review | Criterion scores can be overridden with a logged explanation[2] | 0-10 per criterion with a written reason; overall score uses the importance you set |
| Coding work | Public and hidden cases, run history and language runtimes[3] | Technical Tests with code execution and sandbox verification |
| Time controls | Confirm limits for the selected interview or assessment | Set the whole interview up to 60 minutes, depending on your plan |
Use a specific role example. For a customer support position, an answer about calming a frustrated customer should reveal what the applicant actually said, which constraint they faced and how the situation ended. A generic account of being helpful may sound fluent without demonstrating the requirement. Review how each interviewer follows up and how the report handles missing evidence.
For software roles, keep a spoken explanation and an executable coding task distinct. The interview can explore trade-offs; the test can check whether the solution runs. Compare the actual language version, question difficulty, test cases and review evidence. A feature label saying “coding” does not establish equivalent coverage or justify choosing either platform without a relevant task.
What your applicants experience
Goodfit’s detailed interview page describes WhatsApp as an invitation with a start link and phone as a direct voice call. That distinction matters more than a broad multichannel claim[2].
Test delivery with the people and devices you expect to reach. A phone call may suit someone without reliable mobile data, while a coding exercise still requires a suitable computer. A successful message delivery does not establish a completed interview. Record invitation receipt, start, completion and reviewer usefulness separately so the pilot identifies where applicants actually encounter friction.
| What | Goodfit | |
|---|---|---|
| WhatsApp entry | Start link sent in the invitation[2] | Start link; organization enablement, paid eligibility and credits apply |
| Telephone option | AI dials the candidate at the requested time[2] | Standard AI interview takes place in the browser |
| Invitation and resume links described[2] | Email invitations and reminders | |
| Coding device | Desktop-only coding assessment[3] | Test the selected Technical Test on the intended device |
| Language selection | Check the chosen language and channel together[6] | 60+ spoken interview languages; applicants choose from the languages you allow |
What comes back after each interview
Both products make an assessment reviewable, but the evidence can differ by format. A telephone interview, browser recording and coding run should not be treated as the same artifact.
| What | Goodfit | |
|---|---|---|
| Interview assessment | Scorecard with reasoning[6] | Scores, written reasons, strengths, gaps, recommendation and cohort percentile band |
| Scoring authority | Logged manual score overrides described[2] | Recruiters review the evidence and decide who moves forward |
| Coding evidence | Individual run attempts and public/hidden test results[3] | Technical Test results alongside the candidate’s other assessments |
| Integrity evidence | Timestamped proctoring flags for review[5] | Review available assessment evidence before drawing a conclusion |
| Candidate history | Stage changes, communications and overrides logged[4] | Candidate records, team notes and hiring stages |
Overall scoreA flag is a prompt to inspect evidence. An interruption, a tab switch or a weak transcript can have more than one explanation. Decide how a reviewer can clarify an ambiguous result before it changes a hiring outcome. For coding, inspect the solution and failed cases; for spoken interviews, inspect the answer and the criterion reasoning. Do not substitute a vendor’s claimed accuracy percentage for a role-specific pilot.
Integrations and workflow
| What | Goodfit | |
|---|---|---|
| Hiring pipeline | Stages, automation rules and reminders[4] | Built-in hiring stages, applicant records, notes and team ratings on every plan |
| Developer tools | Open API and automatic data sync described[4] | REST API, webhooks and MCP for custom integrations on every plan |
| Named ATS connections | Vendor lists systems including Greenhouse, Lever and Workday; confirm scope[4] | Verify any specific ATS connection separately from API access |
| Team access | No standard per-seat charge in public pricing[1] | Unlimited team members, with Owner, Admin and Member roles |
| Brand presentation | Confirm the selected career-site and share configuration | Paid report branding and career-page customization |
Test the particular event you need to transfer. Candidate creation, interview invitation, completion, score update and pipeline movement are different operations. A logo on an integrations page does not establish every one of them. Use a test candidate to check identifiers, permissions and the result of a retry before introducing automatic stage changes.
Scoring, oversight and candidate data
Keep automation rules and review responsibility visible
Goodfit describes proctoring, audit trails and configurable pipeline actions. Compare how those controls behave in a realistic hiring process, including the cases where an automated interpretation needs correction[4,5].
Choose the threshold and review owner before enabling an automated rule. Test a strong candidate with incomplete evidence as well as a clearly weak answer. The purpose is to learn whether the process gives reviewers enough context, not to prove that the software can move records between columns.
| What | Goodfit | |
|---|---|---|
| Pipeline actions | Auto-advance and rejection rules with configurable human approval[4] | Recruiters review the evidence and decide who moves forward |
| Integrity review | Proctoring signals and timestamps described[5] | Review the evidence relevant to the selected assessment |
| Enterprise access | SSO and directory sync under enterprise terms[1] | Confirm the authentication requirements for your organization |
| Data terms | Confirm retention, deletion and processing terms | Published Data Processing Agreement and Privacy Policy; confirm retention and deletion requirements |
Which should you choose?
| If you are | Pick | Why |
|---|---|---|
| You need ongoing free AI interviewing | Flowmingo | Interview volume is unlimited on Free. |
| You need the AI to call a regular telephone | Goodfit | Goodfit explicitly documents direct phone-call delivery[2]. |
| You want WhatsApp invitations | Either | Both support invitation links; compare eligibility, credits and the subsequent interview flow. |
| You need executable coding assessments | Either | Both offer coding evaluation; test the exact role, language and review evidence. |
| You expect several assessments per applicant | Flowmingo | Unlimited AI interviews avoid adding an interview credit for every applicant. |
| You need a particular ATS connection | Either | Verify the required events and customer activation rather than relying on a logo list. |
| You need an interview language outside Goodfit’s published 14 | Flowmingo | Check the language against Flowmingo’s 60+ supported interview options. |
Moving from Goodfit: test one role first
Pilot the exact interview channel and assessment sequence you plan to use.
- Fix the assessment pathList who interviews, who takes an additional test and what completion means for billing.
- Test the candidate channelRun the intended phone or browser flow and check the invitation on a real target device.
- Inspect scored evidenceUse the same role requirements and ask reviewers to explain a positive result and a disputed one.
- Check cost and handoffCount completed assessments, optional messaging and exports, then verify the candidate-record update.
Pilot it on 1 role this week. Unlimited AI interviews in 60+ languages, for $0.
Start Hiring FreeThe full comparison, point by point
For the procurement checklist: all 31 points, with a source on each. Open a group.
Price and plan limits6 points
| What | Goodfit | |
|---|---|---|
| Recurring interview access | Purchase credits after the introductory allowance[1] | $0 with unlimited AI interviews, team members and hiring projects |
| Minimum paid purchase | 200 × US$5 = US$1,000[1] | No purchase needed for Free AI interviewing |
| 500 completed interviews | 500 credits = US$2,500 at the public unit price | US$0 in AI interview-volume charges |
| Interview plus coding test for 500 people | 1,000 completed assessments = US$5,000 | Evaluate AI Interviewer and Technical Tests within the selected workflow |
| Unused purchased credits | Do not expire[1] | No AI interview credits to manage |
| Enterprise scope | SSO and custom deployment quoted separately[1] | Free $0; Starter US$49/month; Growth US$99/month. AI interviews stay unlimited |
The interview6 points
| What | Goodfit | |
|---|---|---|
| Conversation | Voice AI with answer-based follow-ups[2] | The AI asks aloud and follows up; the applicant records video answers in their own time |
| Preparation | Role questions and scoring rubric configured by the team[6] | 1-30 questions drafted from the job description; edit the questions and criteria before inviting |
| Interview languages | 14 languages published[6] | 60+ spoken interview languages; applicants choose from the languages you allow |
| Scoring review | Criterion scores can be overridden with a logged explanation[2] | 0-10 per criterion with a written reason; overall score uses the importance you set |
| Coding work | Public and hidden cases, run history and language runtimes[3] | Technical Tests with code execution and sandbox verification |
| Time controls | Confirm limits for the selected interview or assessment | Set the whole interview up to 60 minutes, depending on your plan |
Candidate experience5 points
| What | Goodfit | |
|---|---|---|
| WhatsApp entry | Start link sent in the invitation[2] | Start link; organization enablement, paid eligibility and credits apply |
| Telephone option | AI dials the candidate at the requested time[2] | Standard AI interview takes place in the browser |
| Invitation and resume links described[2] | Email invitations and reminders | |
| Coding device | Desktop-only coding assessment[3] | Test the selected Technical Test on the intended device |
| Language selection | Check the chosen language and channel together[6] | 60+ spoken interview languages; applicants choose from the languages you allow |
Reports and evaluation5 points
| What | Goodfit | |
|---|---|---|
| Interview assessment | Scorecard with reasoning[6] | Scores, written reasons, strengths, gaps, recommendation and cohort percentile band |
| Scoring authority | Logged manual score overrides described[2] | Recruiters review the evidence and decide who moves forward |
| Coding evidence | Individual run attempts and public/hidden test results[3] | Technical Test results alongside the candidate’s other assessments |
| Integrity evidence | Timestamped proctoring flags for review[5] | Review available assessment evidence before drawing a conclusion |
| Candidate history | Stage changes, communications and overrides logged[4] | Candidate records, team notes and hiring stages |
Integrations and team5 points
| What | Goodfit | |
|---|---|---|
| Hiring pipeline | Stages, automation rules and reminders[4] | Built-in hiring stages, applicant records, notes and team ratings on every plan |
| Developer tools | Open API and automatic data sync described[4] | REST API, webhooks and MCP for custom integrations on every plan |
| Named ATS connections | Vendor lists systems including Greenhouse, Lever and Workday; confirm scope[4] | Verify any specific ATS connection separately from API access |
| Team access | No standard per-seat charge in public pricing[1] | Unlimited team members, with Owner, Admin and Member roles |
| Brand presentation | Confirm the selected career-site and share configuration | Paid report branding and career-page customization |
Oversight and candidate data4 points
| What | Goodfit | |
|---|---|---|
| Pipeline actions | Auto-advance and rejection rules with configurable human approval[4] | Recruiters review the evidence and decide who moves forward |
| Integrity review | Proctoring signals and timestamps described[5] | Review the evidence relevant to the selected assessment |
| Enterprise access | SSO and directory sync under enterprise terms[1] | Confirm the authentication requirements for your organization |
| Data terms | Confirm retention, deletion and processing terms | Published Data Processing Agreement and Privacy Policy; confirm retention and deletion requirements |
Questions buyers ask
Is Goodfit free after the first 20 assessments?
The public standard offer starts with 20 free assessments, then uses paid credits. Flowmingo’s Free plan continues with unlimited AI interviews[1].
Is one Goodfit credit the same as one candidate?
No. A credit represents one completed assessment. A candidate completing an interview and a coding test uses two assessments[1].
Does Flowmingo have WhatsApp invitations?
Yes, for enabled, eligible paid organizations with messaging credits. The invitation opens the browser interview; it is not a WhatsApp chat interview.
Should we choose Goodfit just because we need coding tests?
Both products offer executable coding assessments. Compare the specific task, language runtime, scoring and review evidence instead of treating coding as exclusive to one.
Sources and method
This comparison was updated on 4 Oct 2026. Competitor claims link to Goodfit's own pages or a named third party; ratings carry their own checked dates. Flowmingo facts come from our pricing, the AI Interviewer page, a sample report, our Data Processing Agreement and our Privacy Policy. Spotted something out of date? Tell us below and we fix it.
All 6 sources
- 1 Goodfit: current public credit pricing and enterprise terms. goodfit.so
- 2 Goodfit: AI interview channels, follow-ups and candidate flow. goodfit.so
- 3 Goodfit: coding assessments, runtimes and test cases. goodfit.so
- 4 Goodfit: ATS automations, integrations and audit trail. goodfit.so
- 5 Goodfit: proctoring signals and reviewer evidence. goodfit.so
- 6 Goodfit: platform and interview language scope. goodfit.so
What changed, and when
- Added current assessment-credit pricing and a detailed comparison of phone, web, WhatsApp invitations and coding workflows.