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  5. Document Parsing

Category · Document Parsing

Document Parsing — agent-ready pricing benchmark

Bifurcated: pure devtools score high, legacy IDP plays sit in sales-led territory.

10 companies
Avg score 60.1 / 100
7 Approaching Agent-Ready
1 Partially Agent-Ready
2 Not Agent-Ready Yet
#1
LlamaParse
llamaindex.ai · Document Parsing
76
/ 100
Approaching Agent-Ready
Based on public pricing signals, xpay verified that LlamaParse publishes Free, Starter, Pro, and Enterprise tiers with explicit credit-to-dollar conversion ($1.25/1,000 credits) and PAYG ceilings ($500/mo Starter, $5,000/mo Pro). Public docs are open and self-serve checkout is available across the first three tiers. The credit-per-page mapping varies by mode (basic vs agentic), so per-page cost requires reading docs — docking one per-unit point.
#2
Unstructured
unstructured.io · Document Parsing
74
/ 100
Approaching Agent-Ready
Based on public pricing signals, xpay verified that Unstructured publishes a flat $0.03/page PAYG rate with 15,000 free non-expiring pages and no minimum, plus AWS and Azure Marketplace paths. The single per-page rate (no document-type or pipeline upcharges) is unusually clean and agent-friendly for the document-parsing category.
#3
Docparser
docparser.com · Document Parsing
74
/ 100
Approaching Agent-Ready
Based on public pricing signals, xpay observed that Docparser publishes a four-tier subscription ladder ($32.50 → $159/mo) where credits are bundled per month with no published per-credit overage rate on the entry tier — the model is closer to capped subscription than true PAYG, which is why the usage-based dimension scores partial. There is no free tier (14-day trial only), and the cheapest entry sits at $32.50/mo annual ($39 monthly), above the $20 low-minimum threshold. Public docs and Stripe checkout are both unauthenticated.
#4
Mathpix
mathpix.com · Document Parsing
73
/ 100
Approaching Agent-Ready
Based on public pricing signals, xpay verified that Mathpix publishes a per-image starting rate ($0.002/image) for the Convert API and a $4.99/mo Snip Pro tier on a single overview pricing page. Full per-tier rate ladders live on dedicated /pricing/api and /pricing/snip pages, so the top-level page communicates the entry rate without the full ladder — docking one public-pricing point for index-on-first-fetch granularity. Public docs are open and SCS (enterprise) is the only sales-led path.
#5
Nanonets
nanonets.com · Document Parsing
71
/ 100
Approaching Agent-Ready
Based on public pricing signals, xpay verified that Nanonets publishes a per-block-run rate card ($0.02 simple, $0.10 standard AI, $0.30 complex AI) with a $200 free credit start and no card required. Growth and Enterprise tier dollar amounts are sales-led ('Volume pricing — Contact us'), which docks public-pricing and self-serve dimensions slightly. The block-pricing model is highly agent-native because every workflow step is independently meterable.
#6
Sensible
sensible.so · Document Parsing
70
/ 100
Approaching Agent-Ready
Based on public pricing signals, xpay verified that Sensible publishes Growth ($499/mo for 750 docs) and Scale ($1,499/mo for 3,200 docs) tiers with an explicit $0.50 per-document overage rate, plus a 14-day free trial. Public docs are open and the per-document (not per-page) metering model is unusually clean. The cheapest entry of $499/mo sits well above the $20 low-minimum threshold, which limits agent-affordability for one-off jobs — the largest opportunity here is a true PAYG entry tier.
#7
Reducto
reducto.ai · Document Parsing
68
/ 100
Approaching Agent-Ready
Based on public pricing signals, xpay verified that Reducto publishes a credit-based per-page-equivalent rate ($0.015/credit) on Standard, with 15,000 free credits to start and an AWS Marketplace path. Growth and Enterprise tiers are sales-led (volume discounts, BAA, on-prem), but the entry-tier surface is fully usage-based and self-serve. The credit-to-page mapping requires reading the docs FAQ, which docks the per-unit cost-estimation dimension slightly.
#8
Mindee
mindee.com · Document Parsing
57
/ 100
Partially Agent-Ready
Based on public pricing signals, xpay verified that Mindee publishes Starter (€44/mo annual), Pro (€179/mo), Business (€584/mo), and Enterprise tiers with explicit per-credit overage rates (€0.05 → €0.035 as volume grows) and a 1-credit-per-page model. Three of four tiers self-serve. The cheapest entry sits above the $20 PAYG threshold, docking the low-minimum dimension; per-credit rate is exposed but only as overage (not standalone), docking the per-unit dimension slightly.
#9
Rossum
rossum.ai · Document Parsing
30
/ 100
Not Agent-Ready Yet
xpay observed that Rossum exposes a four-tier comparison (Starter through Ultimate) with one anchor number — 'Starting at $18,000 per year' on Starter — and routes every paid path through 'Get A Quote'. Public REST docs at api.elis.rossum.ai/docs are open and a 14-day self-serve trial exists, but production pricing requires a sales conversation and a one-year minimum contract. The product is positioned for enterprise IDP procurement; the opportunity for the agent-ready index is to publish an SMB-tier rate card (per-page or per-document) alongside the enterprise quote path.
#10
Affinda
affinda.com · Document Parsing
8
/ 100
Not Agent-Ready Yet
xpay observed that the canonical pricing URL https://www.affinda.com/pricing returned a 404 during the 2026-05-03 live pull, and the related /products path also 404'd. Public developer documentation at docs.affinda.com remains accessible. The opportunity is to republish a stable, indexable pricing page so agents and search engines can rediscover Affinda's per-document and per-page rate card. Sub-50 score reflects observability at scrape time and should be revisited when a pricing URL is restored.
#CompanyScoreBadgeDiagnostic
1
LlamaParsellamaindex.ai
76 / 100
Approaching Agent-Ready

Based on public pricing signals, xpay verified that LlamaParse publishes Free, Starter, Pro, and Enterprise tiers with explicit credit-to-dollar conversion ($1.25/1,000 credits) and PAYG ceilings ($50…

2
Unstructuredunstructured.io
74 / 100
Approaching Agent-Ready

Based on public pricing signals, xpay verified that Unstructured publishes a flat $0.03/page PAYG rate with 15,000 free non-expiring pages and no minimum, plus AWS and Azure Marketplace paths. The sin…

3
Docparserdocparser.com
74 / 100
Approaching Agent-Ready

Based on public pricing signals, xpay observed that Docparser publishes a four-tier subscription ladder ($32.50 → $159/mo) where credits are bundled per month with no published per-credit overage rate…

4
Mathpixmathpix.com
73 / 100
Approaching Agent-Ready

Based on public pricing signals, xpay verified that Mathpix publishes a per-image starting rate ($0.002/image) for the Convert API and a $4.99/mo Snip Pro tier on a single overview pricing page. Full …

5
Nanonetsnanonets.com
71 / 100
Approaching Agent-Ready

Based on public pricing signals, xpay verified that Nanonets publishes a per-block-run rate card ($0.02 simple, $0.10 standard AI, $0.30 complex AI) with a $200 free credit start and no card required.…

6
Sensiblesensible.so
70 / 100
Approaching Agent-Ready

Based on public pricing signals, xpay verified that Sensible publishes Growth ($499/mo for 750 docs) and Scale ($1,499/mo for 3,200 docs) tiers with an explicit $0.50 per-document overage rate, plus a…

7
Reductoreducto.ai
68 / 100
Approaching Agent-Ready

Based on public pricing signals, xpay verified that Reducto publishes a credit-based per-page-equivalent rate ($0.015/credit) on Standard, with 15,000 free credits to start and an AWS Marketplace path…

8
Mindeemindee.com
57 / 100
Partially Agent-Ready

Based on public pricing signals, xpay verified that Mindee publishes Starter (€44/mo annual), Pro (€179/mo), Business (€584/mo), and Enterprise tiers with explicit per-credit overage rates (€0.05 → €0…

9
Rossumrossum.ai
30 / 100
Not Agent-Ready Yet

xpay observed that Rossum exposes a four-tier comparison (Starter through Ultimate) with one anchor number — 'Starting at $18,000 per year' on Starter — and routes every paid path through 'Get A Quote…

10
Affindaaffinda.com
8 / 100
Not Agent-Ready Yet

xpay observed that the canonical pricing URL https://www.affinda.com/pricing returned a 404 during the 2026-05-03 live pull, and the related /products path also 404'd. Public developer documentation a…

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