How much do your AI model evaluation services cost?
Our AI model evaluation pricing is highly transparent, deeply scalable, and strictly determined by the complexity of the specific task required. For highly targeted human-in-the-loop evaluations, we charge exact per-eval rates to maximize your budget efficiency: Defensive Coding is $15/eval, advanced Math Capabilities is $12/eval, rigorous Red Teaming is $8/eval, and subjective Creative Writing is $6/eval. Platform usage on Abaka Forge operates on a simple, predictable credit system at just $0.20 USD per credit. This straightforward, highly variable pricing structure ensures you maintain absolute financial control without encountering hidden infrastructure fees.
What is the typical turnaround time for an evaluation project?
Thanks to our expansive, globally distributed network of over one million highly skilled evaluators, we operate continuously across all critical time zones. Standard safety audits, extensive red teaming exercises, and multi-layered objective benchmarking can usually commence within just 72 hours of initial project scoping and matrix alignment. While the exact timeline scales precisely with your foundation model's architectural complexity and the sheer volume of required evaluation prompts, most comprehensive enterprise evaluation cycles are thoroughly completed, meticulously documented, and fully reported within a highly swift 2 to 3 weeks.
Which data modalities and formats do you cover in your evaluations?
Our highly comprehensive evaluation pipelines cover the entire advanced spectrum of modern frontier AI data modalities. We actively benchmark sophisticated Text generation, dynamic LLM RLHF interactions, multi-modal Image understanding, Video spatial reasoning, complex 3D/4D Point Cloud environments, autonomous LiDAR + Camera sensor fusion, and highly nuanced multi-lingual Audio. Using the proprietary, all-in-one Abaka Forge platform, we accurately parse incoming model data and securely return critical evaluation metrics in diverse, highly structured output formats—including customized JSON, XML, specialized CSVs, or directly through seamless, secure API integration directly into your internal deployment pipelines.
How do you guarantee the accuracy of your human evaluations?
We completely reject generic crowdsourcing in favor of an elite, meticulously curated global scholar network. Depending entirely on your frontier model's specific use-case domain, we directly source verified credentialed experts—such as competitive mathematicians, seasoned software developers, and certified medical professionals—from across fifty-plus countries. We enforce a highly robust multi-layer quality assurance protocol, deeply integrating rapid model-as-judge automated verifications with rigorous, human-in-the-loop secondary peer reviews. This comprehensive dual-validation methodology consistently achieves an industry-leading 99% accuracy rate, strictly verifying that every critical safety benchmark and complex logical evaluation remains completely flawless.
Is my proprietary foundation model data kept completely secure?
Absolutely. We inherently view enterprise data security as our highest operational mandate. Abaka AI is proudly ISO 27001 and SOC 2 certified, adhering strictly to rigorous global GDPR and CCPA privacy standards. We process all critical model evaluations within fully segregated, highly encrypted proprietary data pipelines to completely eliminate any potential risk of unauthorized exposure. Every single human evaluator operates under legally binding, incredibly strict NDAs. Furthermore, your proprietary model data remains exclusively yours at all times; we absolutely never repurpose, resell, or utilize your valuable prompts to train competing AI algorithms.
Can you evaluate models across multiple languages and cultural contexts?
Yes, our massive global evaluation workforce spans over fifty countries, immediately enabling us to conduct highly nuanced model evaluations across virtually any language and cultural context. This vast geographic and demographic diversity is critically essential for comprehensive international red teaming and profound alignment benchmarking. Our verified native-speaking evaluators meticulously assess conversational nuances, complex regional idioms, and specific subtle cultural biases that automated translation tools fundamentally misunderstand. This exhaustive approach ensures your globally deployed foundation model resonates safely, accurately, and completely respectfully with highly diverse international user bases without ever inadvertently causing public offense.
How does Abaka AI differ from standard automated evaluation tools?
Standard automated tools and traditional objective benchmarks are highly efficient but remain fundamentally blind to subtle reasoning failures, advanced adversarial attacks, and deeply embedded cultural biases. Abaka AI successfully bridges this critical evaluation gap by harmonizing rapid large-model automation through the Abaka Forge platform with profound, highly specialized human intelligence. We integrate an elite, global scholar network that provides the deep, complex multi-turn human reasoning inherently required to evaluate sophisticated edge cases that rigid scripts simply cannot parse. Additionally, as a profitable, self-funded entity, we offer a completely unbiased, uncompromised evaluation partnership entirely focused on your model's success.
Can we adjust our evaluation rubrics mid-project as the model evolves?
Agility is structurally foundational to our comprehensive AI model evaluation services. We entirely understand that modern foundation model training is inherently a highly iterative process. If your elite engineering team successfully patches a critical vulnerability or radically shifts the core system prompt, we can seamlessly update our evaluation rubrics and instantly recalibrate our dedicated human reviewers. The powerful Abaka Forge platform readily allows for immediate, real-time dynamic instruction updates, firmly guaranteeing that our aggressive red teaming and objective benchmarking efforts constantly remain perfectly aligned with your rapidly evolving commercial deployment goals.
Do you offer a pilot evaluation before we commit to a large contract?
Yes, we consistently strongly encourage initiating our enterprise partnership with a highly targeted, comprehensive pilot evaluation phase. During this initial pilot, our experts collaborate closely with your internal team to strategically establish the custom two-axis LLM matrix, carefully configure the secure Abaka Forge environment, and successfully calibrate a small, highly specialized cohort of our scholar-grade reviewers. This completely risk-free approach unequivocally demonstrates our exceptional evaluation accuracy, clearly proves our rapid turnaround speed, and perfectly validates our strict data security protocols before you confidently scale resources up to massive global production volumes.
Who owns the rights to the evaluation data generated during the process?
You exclusively retain absolute, unquestionable 100% ownership of all specific evaluation data, comprehensive audit logs, and detailed benchmark reports generated throughout the entire project lifecycle. We meticulously provide an exhaustive, fully documented IP provenance trail, firmly establishing a guaranteed 0% copyright risk on all securely returned evaluation assets. Abaka AI fundamentally operates solely as your trusted, highly secure processing partner. Once the critical final deliverables are successfully transferred, we systematically and completely purge your highly sensitive foundation model data from our segregated environments in strict, unwavering accordance with ISO 27001 data retention protocols.
What specific tooling do your evaluators use to conduct these assessments?
Our expansive global evaluation network exclusively utilizes Abaka Forge, our proprietary, state-of-the-art all-in-one platform purposefully designed for complex frontier AI development. Abaka Forge seamlessly handles everything from highly secure initial data ingestion and automated pre-cleaning to intricate human-in-the-loop annotation and extremely deep model evaluation. By effectively combining a highly intuitive, multi-modal user interface with incredibly powerful large-model automation capabilities, Abaka Forge securely empowers our dedicated domain experts to evaluate sophisticated 3D point clouds, long-form conversational text, and rich spatial video significantly faster and far more accurately than outdated legacy testing systems.
Is there a minimum model size or project volume required to partner with you?
No, Abaka AI is highly uniquely designed to completely support ambitious AI initiatives of absolutely every conceivable scale. Whether your elite team is rigorously testing a specialized, highly lightweight small language model for a targeted niche enterprise application, or aggressively red-teaming a massive, multi-modal frontier foundation model, our incredibly elastic infrastructure instantly adapts. We proudly partner with deeply diverse organizations worldwide—ranging from agile, fast-moving AI startups to massive global Fortune 500 enterprises. We meticulously tailor our specialized evaluation resources precisely to seamlessly match your unique technical scope, specific launch timing requirements, and precise budgetary constraints.
