evalkit
Measured

Measured by evalkit against local Ollama on this machine. Each score is the harness metric on every row of the task file. The judge was not called: the task files point it at gpt-4o-mini, and this run did not use a paid API or a substitute grader. Cost is zero because these calls had no provider bill. Quantization and parameter size come from the Ollama show API for the tag that was requested. The CPU line comes from /proc. The inference library is the ggml shared object mapped into the llama-server process that served the calls.

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classification

5bb0f366deed4974a8864ec6c33e224c

CPU

Intel(R) Xeon(R) Processor

family 6 · model 207 · stepping 2 · 4 logical CPUs

Memory

15.63 GiB

3.45 GiB available when this file was written

Server

Ollama 0.40.5

llamacpp · libggml-cpu-sapphirerapids.so

Recorded

2026-10-16 05:09:30.501 UTC

Linux 6.12.94+ x86_64

qwen2.5:0.5b

Q4_K_M · n 8 · exact 4/8 · schema 8/8

double-chargeexact 0.000 · schema 1.000 · judge not run

I was charged twice on my card for the same order.

1324.7 ms · 61 in / 10 out · $0

FieldExpectedPredictedMatch
labelbillingaccountdiffers
{
- "label": "billing"
+ "label": "account"
}
refund-statusexact 0.000 · schema 1.000 · judge not run

Where is the refund you said was sent last week?

177.8 ms · 60 in / 10 out · $0

FieldExpectedPredictedMatch
labelbillingaccountdiffers
{
- "label": "billing"
+ "label": "account"
}
not-deliveredexact 0.000 · schema 1.000 · judge not run

The tracking page says delivered but the package is not here.

178.7 ms · 61 in / 10 out · $0

FieldExpectedPredictedMatch
labelshippingproductdiffers
{
- "label": "shipping"
+ "label": "product"
}
late-shipexact 0.000 · schema 1.000 · judge not run

My order still has not shipped and the estimate was yesterday.

172.2 ms · 61 in / 10 out · $0

FieldExpectedPredictedMatch
labelshippingaccountdiffers
{
- "label": "shipping"
+ "label": "account"
}
broken-unitexact 1.000 · schema 1.000 · judge not run

The blender I received does not turn on.

165.8 ms · 58 in / 10 out · $0

FieldExpectedPredictedMatch
labelproductproductmatch
{
"label": "product"
}
wrong-colorexact 1.000 · schema 1.000 · judge not run

You sent a blue jacket and I ordered the black one.

167.8 ms · 61 in / 10 out · $0

FieldExpectedPredictedMatch
labelproductproductmatch
{
"label": "product"
}
cannot-loginexact 1.000 · schema 1.000 · judge not run

I cannot sign in after the password reset email.

156.4 ms · 59 in / 10 out · $0

FieldExpectedPredictedMatch
labelaccountaccountmatch
{
"label": "account"
}
close-accountexact 1.000 · schema 1.000 · judge not run

Please close my account and delete the profile.

152.8 ms · 58 in / 10 out · $0

FieldExpectedPredictedMatch
labelaccountaccountmatch
{
"label": "account"
}

smollm2:360m

F16 · n 8 · exact 0/8 · schema 0/8

double-chargeexact 0.000 · schema 0.000 · judge not run

I was charged twice on my card for the same order.

1903.9 ms · 71 in / 41 out · $0

FieldExpectedPredictedMatch
labelbillingbillingmatch
statusnullpendingdiffers
messagenullYou were charged twice on your card for the same order. Please try again later.differs
  • status: Extra inputs are not permitted
  • message: Extra inputs are not permitted
{
- "label": "billing"
+ "label": "billing",
+ "status": "pending",
+ "message": "You were charged twice on your card for the same order. Please try again later."
}
refund-statusexact 0.000 · schema 0.000 · judge not run

Where is the refund you said was sent last week?

859.4 ms · 70 in / 43 out · $0

FieldExpectedPredictedMatch
labelbillingbillingmatch
statusnullpendingdiffers
messagenullRefund request for refund was not sent last week. Please check your inbox for the confirmation.differs
  • status: Extra inputs are not permitted
  • message: Extra inputs are not permitted
{
- "label": "billing"
+ "label": "billing",
+ "status": "pending",
+ "message": "Refund request for refund was not sent last week. Please check your inbox for the confirmation."
}
not-deliveredexact 0.000 · schema 0.000 · judge not run

The tracking page says delivered but the package is not here.

603.7 ms · 71 in / 29 out · $0

FieldExpectedPredictedMatch
labelshippingbillingdiffers
messagenullThe tracking page says delivered but the package is not here.differs
  • message: Extra inputs are not permitted
{
- "label": "shipping"
+ "label": "billing",
+ "message": "The tracking page says delivered but the package is not here."
}
late-shipexact 0.000 · schema 0.000 · judge not run

My order still has not shipped and the estimate was yesterday.

1348.8 ms · 71 in / 65 out · $0

FieldExpectedPredictedMatch
labelshippingbillingdiffers
statusnullpendingdiffers
messagenullMy order still has not shipped and the estimate was yesterday.differs
status_descriptionnullPendingdiffers
status_reasonnullPendingdiffers
status_typenullpendingdiffers
  • status: Extra inputs are not permitted
  • message: Extra inputs are not permitted
  • status_description: Extra inputs are not permitted
  • status_reason: Extra inputs are not permitted
  • status_type: Extra inputs are not permitted
{
- "label": "shipping"
+ "label": "billing",
+ "status": "pending",
+ "message": "My order still has not shipped and the estimate was yesterday.",
+ "status_description": "Pending",
+ "status_reason": "Pending",
+ "status_type": "pending"
}
broken-unitexact 0.000 · schema 0.000 · judge not run

The blender I received does not turn on.

677.1 ms · 68 in / 33 out · $0

FieldExpectedPredictedMatch
labelproductbillingdiffers
statusnullfaileddiffers
messagenullThe blender I received does not turn on.differs
  • status: Extra inputs are not permitted
  • message: Extra inputs are not permitted
{
- "label": "product"
+ "label": "billing",
+ "status": "failed",
+ "message": "The blender I received does not turn on."
}
wrong-colorexact 0.000 · schema 0.000 · judge not run

You sent a blue jacket and I ordered the black one.

388.9 ms · 71 in / 17 out · $0

FieldExpectedPredictedMatch
labelproduct—no JSON
  • output is not valid JSON
- {
- "label": "product"
- }
+ Ticket:
+ You sent a blue jacket and I ordered the black one.
cannot-loginexact 0.000 · schema 0.000 · judge not run

I cannot sign in after the password reset email.

677.0 ms · 69 in / 33 out · $0

FieldExpectedPredictedMatch
labelaccountbillingdiffers
statusnullfaileddiffers
messagenullFailed to sign in after password reset emaildiffers
  • status: Extra inputs are not permitted
  • message: Extra inputs are not permitted
{
- "label": "account"
+ "label": "billing",
+ "status": "failed",
+ "message": "Failed to sign in after password reset email"
}
close-accountexact 0.000 · schema 0.000 · judge not run

Please close my account and delete the profile.

540.7 ms · 68 in / 26 out · $0

FieldExpectedPredictedMatch
labelaccountbillingdiffers
messagenullPlease close your account and delete your profile.differs
  • message: Extra inputs are not permitted
{
- "label": "account"
+ "label": "billing",
+ "message": "Please close your account and delete your profile."
}

llama3.2:1b

Q8_0 · n 8 · exact 2/8 · schema 4/8

double-chargeexact 1.000 · schema 1.000 · judge not run

I was charged twice on my card for the same order.

2786.4 ms · 73 in / 10 out · $0

FieldExpectedPredictedMatch
labelbillingbillingmatch
{
"label": "billing"
}
refund-statusexact 1.000 · schema 1.000 · judge not run

Where is the refund you said was sent last week?

275.0 ms · 72 in / 10 out · $0

FieldExpectedPredictedMatch
labelbillingbillingmatch
{
"label": "billing"
}
not-deliveredexact 0.000 · schema 1.000 · judge not run

The tracking page says delivered but the package is not here.

294.1 ms · 73 in / 10 out · $0

FieldExpectedPredictedMatch
labelshippingbillingdiffers
{
- "label": "shipping"
+ "label": "billing"
}
late-shipexact 0.000 · schema 0.000 · judge not run

My order still has not shipped and the estimate was yesterday.

519.9 ms · 73 in / 20 out · $0

FieldExpectedPredictedMatch
labelshippingMy order still has not shipped and the estimate was yesterday.differs
  • label: Input should be 'billing', 'shipping', 'product' or 'account'
{
- "label": "shipping"
+ "label": "My order still has not shipped and the estimate was yesterday."
}
broken-unitexact 0.000 · schema 0.000 · judge not run

The blender I received does not turn on.

435.1 ms · 70 in / 17 out · $0

FieldExpectedPredictedMatch
labelproductThe blender I received does not turn on.differs
  • label: Input should be 'billing', 'shipping', 'product' or 'account'
{
- "label": "product"
+ "label": "The blender I received does not turn on."
}
wrong-colorexact 0.000 · schema 0.000 · judge not run

You sent a blue jacket and I ordered the black one.

511.1 ms · 73 in / 20 out · $0

FieldExpectedPredictedMatch
labelproductYou sent a blue jacket and I ordered the black one.differs
  • label: Input should be 'billing', 'shipping', 'product' or 'account'
{
- "label": "product"
+ "label": "You sent a blue jacket and I ordered the black one."
}
cannot-loginexact 0.000 · schema 0.000 · judge not run

I cannot sign in after the password reset email.

429.6 ms · 71 in / 17 out · $0

FieldExpectedPredictedMatch
labelaccountI cannot sign in after password reset emaildiffers
  • label: Input should be 'billing', 'shipping', 'product' or 'account'
{
- "label": "account"
+ "label": "I cannot sign in after password reset email"
}
close-accountexact 0.000 · schema 1.000 · judge not run

Please close my account and delete the profile.

269.0 ms · 70 in / 10 out · $0

FieldExpectedPredictedMatch
labelaccountbillingdiffers
{
- "label": "account"
+ "label": "billing"
}