ModelVerdict

Murray Plumbing Inc. · Gray & Sons, Co.

English (US)Contract text13 fields

Document en-p0005 · 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)

MAINTENANCE AND SERVICE AGREEMENT

This Maintenance And Service Agreement (the “Agreement”) is entered into by and between Gray & Sons, Co., a limited liability company with its principal office at 6015 Riverside Drive, Kansas City, MO 64110, EIN 50-7348221 (“Customer”) and Murray Plumbing Inc., a Delaware corporation with its principal office at 3881 Park Avenue, Seattle, WA 98152, EIN 33-9408452 (“Contractor”).

1. SCOPE
1.1 Contractor shall perform scheduled maintenance of the HVAC systems at Customer's facilities, including two preventive inspections per year.

2. FEES AND PAYMENT
2.1 Customer shall pay Contractor $43,270 per year, exclusive of applicable sales tax ($46,839.78 including 8.25% sales tax).
2.2 Invoices are payable within thirty (30) days of the invoice date.
2.3 Any amount not paid when due shall accrue a late charge of 0.01% 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.
4.2 For each breach of this obligation the breaching party shall pay liquidated damages of $5,000.

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


Signed in East Michelleview on January 17, 2025.

Contractor: ____________________
Customer: ____________________

Verdict

Cheapest without an error: Gemma 4 31B at $0.18 per 1,000 documents.

  • Claude Sonnet 5 is also error-free but 26.7× 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 valueGemma 4 31B13 / 13 fieldsGPT-6 Luna13 / 13 fieldsMistral Small 411 / 13 fieldsDeepSeek V4.1 Flash13 / 13 fieldsQwen3.8 Flash13 / 13 fieldsGemini 3.5 Flash Lite13 / 13 fieldsMistral Medium 3.513 / 13 fieldsGemini 3.8 Flash13 / 13 fieldsGPT-6 Sol13 / 13 fieldsClaude Sonnet 513 / 13 fields
ProviderMurray Plumbing Inc.Murray Plumbing Inc. (correct)Murray Plumbing Inc. (correct) Murray Plumbing Inc., a Delaware corporationwrong valueMurray Plumbing Inc. (correct)Murray Plumbing Inc. (correct)Murray Plumbing Inc. (correct)Murray Plumbing Inc. (correct)Murray Plumbing Inc. (correct)Murray Plumbing Inc. (correct)Murray Plumbing Inc. (correct)
Provider ID33-940845233-9408452 (correct)33-9408452 (correct)33-9408452 (correct)33-9408452 (correct)33-9408452 (correct)33-9408452 (correct)33-9408452 (correct)33-9408452 (correct)33-9408452 (correct)33-9408452 (correct)
ClientGray & Sons, Co.Gray & Sons, Co. (correct)Gray & Sons, Co. (correct) Gray & Sons, Co., a limited liability companywrong valueGray & Sons, Co. (correct)Gray & Sons, Co. (correct)Gray & Sons, Co. (correct)Gray & Sons, Co. (correct)Gray & Sons, Co. (correct)Gray & Sons, Co. (correct)Gray & Sons, Co. (correct)
Client ID50-734822150-7348221 (correct)50-7348221 (correct)50-7348221 (correct)50-7348221 (correct)50-7348221 (correct)50-7348221 (correct)50-7348221 (correct)50-7348221 (correct)50-7348221 (correct)50-7348221 (correct)
Contract typemaintenancemaintenance (correct)maintenance (correct)maintenance (correct)maintenance (correct)maintenance (correct)maintenance (correct)maintenance (correct)maintenance (correct)maintenance (correct)maintenance (correct)
Price (net)43270.0043270.00 (correct)43270 (correct)43270 (correct)43270 (correct)43270 (correct)43270.00 (correct)43270 (correct)43270 (correct)43270.00 (correct)43270.00 (correct)
CurrencyUSDUSD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)
Billing periodyearlyyearly (correct)yearly (correct)yearly (correct)yearly (correct)yearly (correct)yearly (correct)yearly (correct)yearly (correct)yearly (correct)yearly (correct)
Effective date2025-01-172025-01-17 (correct)2025-01-17 (correct)2025-01-17 (correct)2025-01-17 (correct)2025-01-17 (correct)2025-01-17 (correct)2025-01-17 (correct)2025-01-17 (correct)2025-01-17 (correct)2025-01-17 (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)0.010.01 (correct)0.01 (correct)0.01 (correct)0.01 (correct)0.01 (correct)0.01 (correct)0.01 (correct)0.01 (correct)0.01 (correct)0.01 (correct)
Governing lawUS-ILUS-IL (correct)US-IL (correct)US-IL (correct)US-IL (correct)US-IL (correct)US-IL (correct)US-IL (correct)US-IL (correct)US-IL (correct)US-IL (correct)
Tokensinput / output883 / 151988 / 207873 / 1551,175 / 5041,287 / 1,128871 / 179873 / 147871 / 627988 / 1591,256 / 241
of which hidden reasoningbilled as output01000399957004505042
of which from cacheinput billed at a discount4230063276800000
Cost of this documentthis run$0.0002$0.0002$0.0002$0.0005$0.0006$0.0007$0.0024$0.0030$0.0036$0.0049
Per 1,000 documentsfor the same kind of document$0.18$0.20$0.22$0.46$0.62$0.71$2.41$3.00$3.57$4.92
Latencythis run5.6 s2.3 s1.3 s8.5 s20.1 s0.9 s1.1 s2.2 s3 s8.2 s