ModelVerdict

Roberts Engineering LLC · Boston Janitorial Services LLC

English (US)Contract text13 fields

Document en-p0016 · layout classic · 13 fields · public part of the dataset · Same invoice in Czech → · Report an error in this example

Contract text (the model got exactly this text)

MASTER SERVICES AGREEMENT

This Master Services Agreement (the “Agreement”) is entered into by and between Roberts Engineering LLC, a limited liability company with its principal office at 3918 Oak Avenue, Raleigh, NC 27692, EIN 94-2497730 (“Provider”) and Boston Janitorial Services LLC, a limited liability company with its principal office at 3521 Washington Street, Suite 591, Boston, MA 02118, EIN None (“Client”).

1. SCOPE
1.1 Provider shall provide Client with IT infrastructure management and end-user support services as described in Exhibit A.

2. FEES AND PAYMENT
2.1 Client shall pay Provider $1,410 per month, exclusive of applicable sales tax.
2.2 Invoices are payable within thirty (30) days of the invoice date.
2.3 Within ten (10) days of signing, Client shall pay an advance payment of $705.
2.4 Any amount not paid when due shall accrue a late charge of 0.5% of the overdue amount per day until paid.

3. TERM AND TERMINATION
3.1 This Agreement shall become effective on the date it is signed by both parties.
3.2 This Agreement shall continue until terminated as provided herein.
3.3 Either party may terminate this Agreement for convenience upon one (1) month' prior written notice to the other party.

4. CONFIDENTIALITY
4.1 Each party shall keep the other party's Confidential Information strictly confidential.

5. MISCELLANEOUS
5.1 This Agreement shall be governed by and construed in accordance with the laws of the State of New York, without regard to its conflict of laws principles.
5.2 This Agreement constitutes the entire agreement between the parties.


Signed in New Jenniferport on February 5, 2026.

Provider: ____________________
Client: ____________________

Verdict

Cheapest without an error: Mistral Small 4 at $0.15 per 1,000 documents.

  • Claude Sonnet 5 is also error-free but 33.3× more expensive.

Prompt given to every model

Extract the key terms of the contract below and return only JSON with these keys:

provider_name         the party that delivers (provider, seller, landlord, licensor, contractor),
                      exactly as written, including the legal form
provider_id           that party's company ID (EIN), if stated
client_name           the party that pays (client, buyer, tenant, licensee, customer)
client_id             that party's company ID (EIN), if stated
contract_type         one of: services, supply, lease, license, maintenance
price                 the agreed price excluding VAT / sales tax (number)
currency              ISO 4217 code (USD, EUR, CZK, …)
price_period          one of: one_time, monthly, yearly
effective_date        the date the contract takes effect (YYYY-MM-DD)
end_date              the date a fixed term ends (YYYY-MM-DD); null if the term is indefinite
notice_period_months  the termination notice period in months (number); null if there is none
penalty_pct_per_day   the late-payment penalty in percent of the overdue amount per day
                      (e.g. 0.05 for 0.05 %); null if there is none
governing_law         ISO 3166 country code of the governing law; US states as US-XX (e.g. US-NY)

Rules:
- Resolve relative dates ("on the date of signature", "the first day of the following month")
  against the signing date.
- The signing date is not the effective date unless the contract says so.
- Deposits, advance payments and fixed penalties for other breaches are not the price or the
  late-payment penalty.
- If a value is not in the contract, return null. Do not guess.
- Amounts as numbers with a decimal point, no thousands separators and no currency symbol.

How we score

Exact match per field after normalising dates, amounts and whitespace. Missing diacritics count as an error. Cost is the real token spend of this run, converted at the rate shown in the footer.

What each model extracted

FieldCorrect valueMistral Small 413 / 13 fieldsGemma 4 31B13 / 13 fieldsGPT-6 Luna13 / 13 fieldsDeepSeek V4.1 Flash13 / 13 fieldsQwen3.8 Flash13 / 13 fieldsGemini 3.5 Flash Lite13 / 13 fieldsMistral Medium 3.513 / 13 fieldsGPT-6 Sol13 / 13 fieldsGemini 3.8 Flash13 / 13 fieldsClaude Sonnet 513 / 13 fields
ProviderRoberts Engineering LLCRoberts Engineering LLC (correct)Roberts Engineering LLC (correct)Roberts Engineering LLC (correct)Roberts Engineering LLC (correct)Roberts Engineering LLC (correct)Roberts Engineering LLC (correct)Roberts Engineering LLC (correct)Roberts Engineering LLC (correct)Roberts Engineering LLC (correct)Roberts Engineering LLC (correct)
Provider ID94-249773094-2497730 (correct)94-2497730 (correct)94-2497730 (correct)94-2497730 (correct)94-2497730 (correct)94-2497730 (correct)94-2497730 (correct)94-2497730 (correct)94-2497730 (correct)94-2497730 (correct)
ClientBoston Janitorial Services LLCBoston Janitorial Services LLC (correct)Boston Janitorial Services LLC (correct)Boston Janitorial Services LLC (correct)Boston Janitorial Services LLC (correct)Boston Janitorial Services LLC (correct)Boston Janitorial Services LLC (correct)Boston Janitorial Services LLC (correct)Boston Janitorial Services LLC (correct)Boston Janitorial Services LLC (correct)Boston Janitorial Services LLC (correct)
Client ID—— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)
Contract typeservicesservices (correct)services (correct)services (correct)services (correct)services (correct)services (correct)services (correct)services (correct)services (correct)services (correct)
Price (net)1410.001410 (correct)1410.00 (correct)1410.00 (correct)1410 (correct)1410 (correct)1410.00 (correct)1410 (correct)1410.00 (correct)1410.00 (correct)1410.00 (correct)
CurrencyUSDUSD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)
Billing periodmonthlymonthly (correct)monthly (correct)monthly (correct)monthly (correct)monthly (correct)monthly (correct)monthly (correct)monthly (correct)monthly (correct)monthly (correct)
Effective date2026-02-052026-02-05 (correct)2026-02-05 (correct)2026-02-05 (correct)2026-02-05 (correct)2026-02-05 (correct)2026-02-05 (correct)2026-02-05 (correct)2026-02-05 (correct)2026-02-05 (correct)2026-02-05 (correct)
End date—— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)
Notice period (months)11 (correct)1 (correct)1 (correct)1 (correct)1 (correct)1 (correct)1 (correct)1 (correct)1 (correct)1 (correct)
Late-payment penalty (% per day)0.500.50 (correct)0.50 (correct)0.50 (correct)0.50 (correct)0.50 (correct)0.50 (correct)0.50 (correct)0.50 (correct)0.50 (correct)0.50 (correct)
Governing lawUS-NYUS-NY (correct)US-NY (correct)US-NY (correct)US-NY (correct)US-NY (correct)US-NY (correct)US-NY (correct)US-NY (correct)US-NY (correct)US-NY (correct)
Tokensinput / output837 / 133851 / 139963 / 2081,152 / 2361,252 / 532839 / 167837 / 133963 / 136839 / 7521,207 / 261
of which hidden reasoningbilled as output00104113374003258569
of which from cacheinput billed at a discount403443065476800000
Cost of this documentthis run$0.0002$0.0002$0.0002$0.0003$0.0003$0.0007$0.0023$0.0033$0.0034$0.0050
Per 1,000 documentsfor the same kind of document$0.15$0.17$0.20$0.27$0.33$0.67$2.25$3.29$3.45$5.02
Latencythis run1.1 s5.4 s3.2 s2.3 s7.8 s0.9 s1 s2.5 s2.4 s3.3 s