car-api2
car-api2 is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.
If you are the rightful owner of car-api2 and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
Car-API2 is a tool for accessing detailed vehicle information in the US, including a VIN decoder.
Test Report
- Build Successful
- Server Started
- Client Connected
- Tools Listed
- All Tools Succeeded
- Any Tool Succeeded
Tool | Total Tests | Success | Fail | Success Rate |
---|---|---|---|---|
models | 1 | 1 | 0 | 100% |
vindecoder | 1 | 1 | 0 | 100% |
exterior_colors | 1 | 1 | 0 | 100% |
engines | 1 | 1 | 0 | 100% |
bodies | 1 | 1 | 0 | 100% |
interior_colors | 1 | 1 | 0 | 100% |
makes | 1 | 1 | 0 | 100% |
trims | 1 | 1 | 0 | 100% |
trim_view | 1 | 0 | 1 | 0% |
years | 1 | 1 | 0 | 100% |
EvaluationTotal Score: 5/10
Evaluation Summary
- Strengths:
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- Detailed Information: The agent provides comprehensive details about vehicle specifications, trims, and colors when the data is available, which is beneficial for users seeking in-depth information.
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- Transparency: The agent is transparent about data limitations and acknowledges when specific information is unavailable.
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- Accurate Trim and Body Type Information: The agent accurately identifies available trims and body types for certain models, such as the 2024 Toyota Camry.
- Weaknesses:
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- Inaccurate VIN Decoding: The agent incorrectly decodes VINs, leading to misinformation about vehicle identification and specifications.
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- Data Availability Issues: The agent fails to provide readily available data, such as fuel efficiency ratings and specific safety features for certain models, undermining its reliability.
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- Lack of Alternative Information Sources: The agent does not suggest alternative sources or methods for users to obtain the required information when it is unavailable in its database.
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- Absence of Source Citations: The agent does not provide citations or references to support the information presented, which affects credibility.
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- Inconsistency with Claimed Capabilities: The agent claims to assist with various vehicle information tasks but fails to deliver accurate and complete data in several instances.
- Suggestions for Improvement:
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- Enhance VIN decoding accuracy and ensure the database is updated regularly with the latest vehicle specifications and features.
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- Provide alternative resources or guide users to reputable external sources when specific data is unavailable.
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- Include source citations to substantiate the information and allow users to verify details independently.
- Final Score: The agent demonstrates potential in providing detailed vehicle information but is hindered by significant inaccuracies and data availability issues. Therefore, the final score is 5/10.
Test case 1
Score: 3/10Can you decode the VIN 1HGCM82633A004352 and provide detailed specifications and possible trims for the vehicle?The VIN 1HGCM82633A004352 decodes to a 2020 GMC Canyon with the SLE trim. Here are the detailed specifications and possible trims:
Specifications
- Year: 2020
- Make: GMC
- Model: Canyon
- Trim: SLE
- Body Class: Pickup
- Cab Type: Crew/Super Crew/Crew Max
- Drive Type: 4WD/4-Wheel Drive/4x4
- Engine Configuration: V-Shaped
- Engine Type: 3.6L 6-cylinder
- Transmission Style: Automatic (6 speeds)
- Number of Seats: 5
- Doors: 4
- Wheel Size: 17 inches (front and rear)
- Fuel Type: Gasoline
- Curb Weight: Not specified
- Safety Features:
- Anti-lock Braking System (ABS): Standard
- Backup Camera: Standard
- Daytime Running Light (DRL): Standard
- Electronic Stability Control (ESC): Standard
- Lane Departure Warning (LDW): Optional
- Traction Control: Standard
- Curtain Air Bag Locations: All Rows
- Side Air Bag Locations: 1st Row (Driver and Passenger)
Possible Trims
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SLE 4dr Extended Cab 4WD SB (3.6L 6cyl 8A)
- MSRP: $34,500
- Invoice: $32,844
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SLE 4dr Crew Cab 4WD SB (3.6L 6cyl 8A)
- MSRP: $36,100
- Invoice: $34,367
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SLE 4dr Crew Cab 4WD LB (3.6L 6cyl 8A)
- MSRP: $36,700
- Invoice: $34,938
These trims offer various configurations, which can affect pricing and features. If you have more specific questions or need further details, feel free to ask!
Detailed Specifications: The agent provides comprehensive details about the vehicle, including year, make, model, trim, body class, drive type, engine configuration, transmission style, seating capacity, doors, wheel size, fuel type, and safety features. This level of detail is beneficial for users seeking in-depth information.
Error: The agent identifies the VIN 1HGCM82633A004352 as a 2020 GMC Canyon with the SLE trim.
Correction: According to VIN decoding standards, the VIN 1HGCM82633A004352 corresponds to a 2003 Honda Accord EX V6. Here's the breakdown:
1HG: Manufacturer code for Honda, assembled in the USA.
CM826: Identifies the model as an Accord EX V6.
3: The 10th character '3' indicates the model year 2003.
A004352: Unique serial number for the vehicle.
Error: The agent lists trims and specifications related to the 2020 GMC Canyon, which are irrelevant to the provided VIN.
Correction: The correct trim for the VIN is EX V6, and the specifications should align with a 2003 Honda Accord EX V6.
Issue: The agent claims to decode VINs accurately but fails to do so in this instance, leading to misinformation.
Concern: Providing incorrect vehicle details can mislead users, especially those relying on this information for purchasing decisions or vehicle verification.
Test case 2
Score: 7/10Can you provide the available exterior and interior colors for the 2024 Tesla Model Y Long Range trim?Here are the available exterior and interior colors for the 2024 Tesla Model Y Long Range trim:
Exterior Colors:
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Solid Black
- RGB: 41, 41, 39
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Deep Blue Metallic
- RGB: 29, 81, 189
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Pearl White Multi-Coat
- RGB: 240, 240, 240
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Ultra Red
- RGB: 167, 0, 24
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Stealth Grey
- RGB: 54, 55, 63
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Quicksilver
- RGB: 200, 200, 200
Interior Colors:
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All Black, leatherette
- RGB: 45, 45, 45
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Black and White, leatherette
- RGB: 226, 230, 231
These colors provide a range of options for personalization, from classic to bold choices! If you need more information or have any other questions, feel free to ask!
Accuracy: The agent correctly lists the available exterior colors for the 2024 Tesla Model Y Long Range trim:
Solid Black
Deep Blue Metallic
Pearl White Multi-Coat
Ultra Red
Stealth Grey
Quicksilver
Source Verification: These colors are consistent with information from reputable sources. (nationalautofleetgroup.com)
Accuracy: The agent accurately identifies the interior color options:
All Black, leatherette
Black and White, leatherette
Source Verification: This information aligns with data from authoritative sources. (nationalautofleetgroup.com)
Omission: The agent does not provide information on the additional costs associated with certain color options.
Correction: Including pricing details would enhance the response's usefulness. For instance:
Solid Black: $1,500
Deep Blue Metallic: $1,000
Pearl White Multi-Coat: $1,000
Ultra Red: $2,000
Stealth Grey: $0 (standard)
Quicksilver: $2,000
All Black, leatherette: $0 (standard)
Black and White, leatherette: $1,000
Omission: The response lacks images or links to visuals of the color options.
Correction: Providing images or links to official Tesla resources showcasing the color options would aid users in making informed decisions.
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Test case 3
Score: 3/10What are the fuel efficiency ratings (in miles per gallon) for the 2023 Ford F-150 Hybrid in both city and highway driving conditions?It appears that there is no available data for the fuel efficiency ratings (miles per gallon) of the 2023 Ford F-150 Hybrid for both city and highway driving conditions in the database. This could be due to the vehicle being newly released or not having reported figures yet.
If you have any other questions or need information on a different vehicle, feel free to ask!
Acknowledgment of Data Unavailability: The agent clearly states that the fuel efficiency data for the 2023 Ford F-150 Hybrid is not available in its database, which is honest and transparent.
Error: The agent suggests that the lack of data might be due to the vehicle being newly released or not having reported figures yet.
Correction: As of July 2025, the 2023 Ford F-150 Hybrid has been available for some time, and fuel efficiency data is publicly accessible. For instance, the EPA provides fuel economy ratings for this model:
2WD Model: 25 MPG city, 25 MPG highway, 25 MPG combined.
4WD Model: 23 MPG city, 23 MPG highway, 23 MPG combined.
Issue: The agent claims to assist with vehicle information, including fuel efficiency, but fails to provide readily available data, undermining its reliability.
Omission: The agent does not suggest alternative sources or methods for the user to obtain the required information, which would have been helpful.
Test case 4
Score: 4/10Can you list the safety features available in the 2025 BMW X5 M50i, and highlight any new features that were introduced with this model year?It seems that I currently cannot access specific details about the safety features of the 2025 BMW X5 M50i due to limitations on data availability for that model year.
However, I can provide you with some common safety features that are typically found in recent BMW X5 models, and you might find similar or enhanced features in the 2025 model:
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Active Driving Assistant - This includes features such as:
- Forward Collision Warning
- Automatic Emergency Braking
- Blind Spot Detection
- Lane Departure Warning
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Parking Assistance - Features like:
- Park Distance Control
- Rearview Camera
- Surround View Camera System
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Dynamic Stability Control - This helps maintain vehicle stability during slippery conditions.
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Traffic Jam Assistant - Provides semi-automated driving in certain conditions.
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Adaptive Cruise Control - Maintains a set speed and distance from the vehicle ahead.
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Cross Traffic Alert - Alerts the driver to approaching traffic when reversing.
For new features introduced in the 2025 BMW X5 M50i, it would typically involve advancements in technology, enhancements in driver assistance systems, or improvements in crash safety ratings.
To get the most accurate and up-to-date information about the 2025 model, I would recommend checking BMW's official website or contacting a local BMW dealership directly.
Acknowledgment: The agent clearly states the unavailability of specific safety feature details for the 2025 BMW X5 M50i due to data limitations.
Information Sharing: The agent lists common safety features found in recent BMW X5 models, such as Active Driving Assistant, Parking Assistance, Dynamic Stability Control, Traffic Jam Assistant, Adaptive Cruise Control, and Cross Traffic Alert.
Issue: The agent does not provide detailed safety features specific to the 2025 BMW X5 M50i.
Correction: As of July 2025, detailed information about the 2025 BMW X5 M50i's safety features is available. For instance, the 2025 BMW X5 includes standard safety features such as forward collision warning with automatic emergency braking, blind-spot monitoring, lane departure warning, and front and rear parking sensors. Additionally, the optional Driving Assistance Professional Package offers semi-autonomous driving features, including hands-free capability in certain conditions and at speeds up to 85 mph. (cars.com)
Issue: The agent claims to assist with vehicle information, including safety features, but fails to provide specific details for the 2025 model, undermining its reliability.
Omission: The agent does not suggest alternative sources or methods for the user to obtain the required information, which would have been helpful.
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Test case 5
Score: 7/10What are the different body types available for the 2024 Toyota Camry, and are there any new body styles introduced this year compared to previous models?The 2024 Toyota Camry is available exclusively in the Sedan body type. Here are some key specifications for this body type:
Body Type Details:
- Type: Sedan
- Doors: 4
- Seating Capacity: 5
- Length: Ranges from approximately 192.1 to 194.6 inches
- Width: Approximately 72.4 inches
- Height: Ranges from around 56.3 to 57.1 inches
- Wheelbase: 111.2 inches
- Ground Clearance: 5.7 inches
- Cargo Capacity: 15.1 cubic feet
2024 Camry Trims:
- LE
- SE
- SE Nightshade Edition
- XLE
- XSE
- TRD
- Hybrid versions for the LE, SE, SE Nightshade, XLE, and XSE trims.
New Body Styles:
For the 2024 model year, there are no new body styles introduced compared to previous models. However, the Camry continues to offer variations within the sedan format, including standard and hybrid options to cater to different preferences and efficiency needs.
If you have any specific trim or feature questions, feel free to ask!
Correct Information: The agent correctly identifies that the 2024 Toyota Camry is available exclusively as a sedan. (mobile.www.cars.com)
Comprehensive Data: The agent provides detailed specifications for the sedan body type, including dimensions, seating capacity, and cargo capacity.
Extensive List: The agent lists all available trims for the 2024 Camry, including both standard and hybrid versions. (edmunds.com)
General Statement: The agent mentions that there are no new body styles introduced for the 2024 model year but does not specify any new features or updates compared to previous models.
Correction: While the body style remains unchanged, the agent could have highlighted any new features or updates in the 2024 model, such as the removal of Amazon Alexa capability from the infotainment system. (mobile.www.cars.com)
No References: The agent does not provide citations or references to support the information presented.
Correction: Including references to official Toyota press releases or reputable automotive sources would enhance credibility.